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SELECTED PATENTS:

• System and method for using data incident based modeling and prediction, U.S. Patent No. 10,614,073 B2, April 7, 2020.

• System and methods for content-based financial decision-making support, U.S. Patent No. 8,930,247 B1, Jan. 6, 2015.

• System and method for video summarization and navigation based on statistical models, U.S. Patent No. 8,693,850, April 8, 2014.

• System and methods for content-based financial database indexing, searching, analysis, and processing, US Patent NO. 8,458,065 B1, Jun.4, 2013.

• Watermark embedding and detecting methods, systems, devices and components, US patent NO. 7,693,297, B2, Apr. 6, 2010.

• Method for automatic detection of targets within a digital image, US patent NO. 6,434,261 B1, August 13, 2002. (A more accurate citing patents list here)

Books and Proceedings:

• Huang, D.S., Zhang, Xiao-Ping, and Huang, G.B. (Eds.), Advances in Intelligent Computing, volume LNCS 3645 of Lecture Notes in Computer Science, Proceedings of the First International Conference on Intelligent Computing (ICIC) 2005, Hefei, China, August 2005.

SELECTED PUBLICATIONS (The complete list and reprints are available upon request):

IEEE Copyright Notice for the IEEE related materials posted in this website: Personal use of these materials is permitted. However, permission to reprint/republish these materials for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the IEEE.

·      Magazine Column Articles:

1. Zhang, Xiao-Ping, and Kedmey, D., “A Budding Romance: Finance and AI,” IEEE MultiMedia, vol. 25, no. 4, pp. 79-83, 1 Oct.-Dec. 2018. (DOI: 10.1109/MMUL.2018.2875858) [PDF]

2. Zhang, Xiao-Ping, and Kedmey, D., “TechWare: Financial Data and Analytic Resources,” IEEE Signal Processing Magazine, vol. 28, no. 5, pp. 138-141, September 2011. (DOI: 10.1109/MSP.2011.941840)

·      Selected Refereed Journal Articles (200):

J1.                Wu, K., Dong, Y., Yu, X., Song, J., and Zhang, Xiao-Ping, “Relay-aided physical layer security in multi-user VLC with single light source using cooperative jamming,” IEEE Transactions on Vehicular Technology, accepted to appear, online published, May 2025. (DOI: 10.1109/TVT.2025.3566084)

J2.                Li, S., Xu, J., Wu, T., Yang, Y., Chen, Y., Wang, X., Ding, W., and Zhang, Xiao-Ping, “VTire: a bimodal visuotactile tire with high-resolution sensing capability,” IEEE/ASME Transactions on Mechatronics, accepted to appear, online published, May 2025. (DOI: 10.1109/TMECH.2025.3566394)

J3.                Li, C., Zhang, J., Zhang, Z., Wu, H., Tian, Y., Sun, W., Lu, G., Min, X., Liu, X., Lin, W., Zhang, Xiao-Ping, and Zhai, G., “R-Bench: are your large multimodal model robust to real-world corruptions?” IEEE Journal of Selected Topics in Signal Processing, accepted to appear, online published, May 2025. (DOI: 10.1109/JSTSP.2025.3558652)

J4.                Zhao, Z., Liu, Z., Jiang, R., Li, Z., Zhang, Xiao-Ping, Tang, X. and Dong, Y., “Joint beamforming for multi-target detection and multi-user communication in ISAC systems,” IEEE Transactions on Vehicular Technology, accepted to appear, online published, April 2025. (DOI: 10.1109/TVT.2025.3565412)

J5.                Luo, J., Xiao, Z., Li, Z., Chen, X., Hong, C., Zhang, Xiao-Ping, and Chen, X., “SmartSpr: A physics-informed mobile sprinkler scheduling system for reducing urban particulate matter pollution,” IEEE Trans. on Mobile Computing, accepted to appear, online published, March 2025. (DOI: 10.1109/TMC.2025.3555448)

J6.                Shi, R., Yu, X., Wang, Y., Tian, Y., Liu, Z., Wu, W., Zhang, Xiao-Ping, and Veloso, M.M., “Symmetry-informed MARL: a decentralized and cooperative UAV swarm control approach for communication coverage,” IEEE Trans. on Mobile Computing, accepted to appear, online published, March 2025. (DOI: 10.1109/TMC.2025.3553285)

J7.                Zhou, J., Chen, K., Wei, M., Zhang, Xiao-Ping, Dou, Q., and Qin, J., “Canonical shape reconstruction with SE(3) equivariance learning for weakly-supervised object pose estimation,” IEEE Trans. on Circuits and Systems for Video Technology, accepted to appear, online published, February 2025. (DOI: 10.1109/TCSVT.2025.3542089)

J8.                Luo, J.-F., Chen, C., Zhang, K., An, X., Hu, M., Zhai, G., and Zhang, Xiao-Ping, “Human-centered financial signal analysis based on visual patterns in stock charts,” IEEE Trans. on Multimedia, accepted to appear, online published, January 2025. (DOI: 10.1109/TMM.2025.3535278)

J9.                Wu, K., Li, Z., Yang, Y., Liu, Q., and Zhang, Xiao-Ping, “End-to-end deep video compression based on hierarchical temporal context learning,” IEEE Trans. on Multimedia, accepted to appear, online published, January 2025. (DOI: 10.1109/TMM.2025.3535367)

J10.            Wang, Z., Du, J., Hou, X., Wang, J., Jiang, C., Zhang, Xiao-Ping, and Ren, Y., “Toward communication optimization for future underwater networking: a survey of reinforcement learning-based approaches,” IEEE Communications Surveys & Tutorials, accepted to appear, online published, November 2024. (DOI: 10.1109/COMST.2024.3505850)

J11.            Yan, R., Guo, Z., Liu, P., Lan, Q., Zhang, Xiao-Ping, and Dong, Y., “Multi-agent reinforcement learning based channel access optimization for IEEE 802.11bn,” IEEE Transactions on Green Communications and Networking, accepted to appear, online published, November 2024. (DOI: 10.1109/TGCN.2024.3495236)

J12.            Zhang, X., Zhang, H., Tang, H., Liang, L., Cheng, L., Chen, X., Ding, W., and Zhang, Xiao-Ping, “A scalable mean-field MARL framework for multi-objective V2X resource allocation,” IEEE Trans. on Intelligent Vehicles, accepted to appear, online published, July 2024.  (DOI: 10.1109/TIV.2024.3422506)

J13.            Li, M., Ahmadiadli, Y., and Zhang, Xiao-Ping, “A survey on speech deepfake detection,” ACM Computing Surveys, vol. 57, no. 7, pp. 1-38, February 2025. (DOI: 10.1145/3714458)

J14.            Li, R., Wang, X., Li, G., and Zhang, Xiao-Ping, “Sparse regularization with learnable partition weights for super-resolution imaging of ultra-wideband radar,” IEEE Transactions on Antennas and Propagation, vol. 73, no. 2, pp. 1149-1161, February 2025. (DOI: 10.1109/TAP.2024.3513647) [PDF]

J15.            Tan, Y., Li, Y., Huang, S.-L.,  and Zhang, Xiao-Ping, “Transferability-guided cross-domain cross-task transfer learning,” IEEE Trans. on Neural Networks and Learning Systems, vol. 36, no. 2, pp. 2423-2436, February 2025. (DOI: 10.1109/TNNLS.2024.3358094) [PDF]

J16.            Shi, R., Luo, J., Zhou, N., Liu, Y., Hong, C., Zhang, Xiao-Ping, and Chen, X., “Phy-APMR: A physics-informed air pollution map reconstruction approach with mobile crowd-sensing for fine-grained measurement,” Building and Environment, p.112634, vol. 272, pp. 1-15, February 2025. (DOI: 10.1016/j.buildenv.2025.112634)

J17.            Yang, S., Chen, H., Liu, W., Zhang, Xiao-Ping, and Yuen, C., “Near-field channel estimation and localization: recent developments, cooperative integration, and future directions,” IEEE Signal Processing Magazine, accepted to appear, November 2024. (DOI: 10.1109/MSP.2024.3500791) [PDF]

J18.            Xiong, J., Yan, X., Wang, Y., Zhao, W., Zhang, Xiao-Ping, and Wei, M., “RSHazeDiff: A unified Fourier-aware diffusion model for remote sensing image dehazing,” IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 1, pp. 1055-1070, January 2025.  (DOI: 10.1109/TITS.2024.3487972) [PDF]

J19.            Manjunath, Y., Zhao, S., Zhang, Xiao-Ping, and Zhao, L., “Time-distributed feature learning Internet of things network traffic classification,” IEEE Transactions on Network and Service Management, vol. 21, no. 6, pp. 6566-6581, Dec. 2024.  (DOI: 10.1109/TNSM.2024.3457579) [arXiv]

J20.            Wang, Z., Du, J., Jiang, C., Ren, Y., and Zhang, Xiao-Ping, “UAV-assisted target tracking and computation offloading in USV-based MEC networks,” IEEE Trans. on Mobile Computing, vol. 23, no. 12, pp. 11389-11405, Dec. 2024.  (DOI: 10.1109/TMC.2024.3396121) [PDF]

J21.            Li, Z., Zhang, K., Wang, Z., Wu, S., Zhang, Xiao-Ping, Wei, M., and Wang, J., “FlyCore: fast low-frequency coarse registration of large-scale outdoor LiDAR point clouds,” IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13,  November 2024. (DOI: 10.1109/TGRS.2024.3490853) [PDF]

J22.            Wei, Y., Chen, Y., Zhou, M., Chen, M.K., Jiao, S., Song, Q., Zhang, Xiao-Ping, and Geng, Z., “Speckle-free holography with a diffraction-aware global perceptual model,” Photonics Research, vol. 12, no. 11, pp.2418-2423, November 2024. (DOI: 10.1364/PRJ.523650)

J23.            Li, S., Yu, H., Pan, G., Tang, H., Zhang, J., Ye, L., Zhang, Xiao-Ping, and Ding, W., “M$^{3}$ Tac: A multispectral multimodal visuotactile sensor with beyond-human sensory capabilities,” IEEE Transactions on Robotics, accepted to appear, pp. 4506-4525, October 2024. (DOI: 10.1109/TRO.2024.3462931) [PDF]

J24.            Zhang, Z., Zhou, Y., Long, T., Sun, W., Li, C., Min, X., Zhang, Xiao-Ping, and Zhai, G., “Quality-of-experience evaluation for digital twins in 6G network environments,” IEEE Trans. on Broadcasting, vol. 70, no. 3, pp. 995-1007, Sept. 2024. (DOI: 10.1109/TBC.2023.3345656) [PDF]

J25.            Doe, D. M., Li, J., Niyato, D., Hu, Y., Li, J., Gao, Z., Zhang, Xiao-Ping, and Han, Z., “Harnessing Tullock contests and signaling games: a novel weight assignment strategy for Ethereum 2.0,” IEEE Open Journal of the Communications Society, vol. 5, pp. 5782-5798, September 2024. (DOI: 10.1109/OJCOMS.2024.3455769) [PDF]

J26.            Hu, Q., Wang, X., Jiang, J., Zhang, Xiao-Ping, and Ma, J., “Exploring the spectral prior for hyperspectral image super-resolution,” IEEE Transactions on Image Processing, vol. 33, pp. 5260-5272, September 2024. (DOI: 10.1109/TIP.2024.3460470) [PDF]

J27.            Song, Z., Li, C., Quan, Z., Mu, S., Li. X., Zhao, Z., Jin, W., Wu, C., Ding, W., and Zhang, Xiao-Ping, “TacTID: High-performance visuo-tactile sensor-based terrain identification for legged robots,” IEEE Sensors Journal, vol. 24, no. 16, pp. 26487-26495, August 2024. (DOI: 10.1109/JSEN.2024.3417514) [PDF]

J28.            Wu, K., Dong, Y., Yu, X., Song, J., and Zhang, Xiao-Ping, “Physical layer security based on 2d spatial position optimization of relays in reflected indoor VLC system,” IEEE Wireless Communications Letters, vol. 13, no. 8, pp. 2235-2239, August 2024.  (DOI: 10.1109/LWC.2024.3409582) [PDF]

J29.            Tao, M., Zhang, Xiao-Ping, and Xia, Z.H., “On partly smoothness, activity identification and faster algorithms of L1 over L2 minimization,” IEEE Trans. on Signal Processing, vol. 72, pp. 2874-2889, July 2024. (DOI: 10.1109/TSP.2024.3404250) [PDF]

J30.            Chen, X., Xiao, Z., Cheng, Y., Hsia, C., Wang, H., Xu, J., Xu, S., Dang, F., Zhang, Xiao-Ping, Liu, Y., and Chen, X., “SOScheduler: toward proactive and adaptive wildfire suppression via multi-UAV collaborative scheduling,” IEEE Internet of Things Journal, vol. 11, no. 14, pp. 24858-24871, July 2024. (DOI: 10.1109/JIOT.2024.3389771) [PDF]

J31.            Zhao, Z., Mao, Y., Shi, Z., Liu, Y., Lan, T., Ding, W., and Zhang, Xiao-Ping, “AQUILA: communication efficient federated learning with adaptive quantization in device selection strategy,” IEEE Trans. on Mobile Computing, vol. 23, no. 6, pp. 7363-7376, June 2024. (DOI: 10.1109/TMC.2023.3332901)

J32.            Liu, Z., Zhang, H., Zhou, M., Jiao, S., Zhang, Xiao-Ping, and Geng, Z., “Adaptive super-resolution networks for single-pixel imaging at ultra-low sampling rates,” IEEE Access, vol. 12, pp. 78496-78504, May 2024. (DOI: 10.1109/ACCESS.2024.3402693) [PDF]

J33.            Mao, Y., Zhao, Z., Yang, M., Liang, L., Liu, Y., Ding, W., Lan, T., and Zhang, Xiao-Ping, “SAFARI: Sparsity-enabled federated learning with limited and unreliable communications,” IEEE Trans. on Mobile Computing, vol. 23, no. 5, pp. 4819-4831, May 2024. (DOI: 10.1109/TMC.2023.3296624)

J34.            Li, S., Wang, Z., Wu, C., Li, X., Luo, S., Fang, B., Sun, F., Zhang, Xiao-Ping, and Ding, W., “When vision meets touch: a contemporary review for visuotactile sensors from the signal processing perspective,” IEEE Journal of Selected Topics in Signal Processing, vol. 18, no, 3, pp. 267-287, April 2024. (DOI: 10.1109/JSTSP.2024.3416841) [PDF]

J35.            Xu, X., Peng, A., Hong, X., Zhang, Y., and Zhang, Xiao-Ping, “Multi-state constraint multipath-assisted positioning and mismatch alleviation,” IEEE Internet of Things Journal, accepted to appear, vol. 11, no. 7, pp. 11271-11286, April 2024. (DOI: 10.1109/JIOT.2023.3329147) [PDF]

J36.            Zhao, Z., Zhang, L., Jiang, R., Zhang, Xiao-Ping, Tang, X., Dong, Y., “Joint beamforming scheme for ISAC systems via robust Cramér-Rao bound optimization,” IEEE Wireless Communications Letters, vol. 13, no. 3, pp. 889-893, March 2024. (DOI:10.1109/LWC.2024.3349488)

J37.            Gao, Y., Min, X., Zhu, Y., Zhang, Xiao-Ping, and Zhai, G., “Blind image quality assessment: a fuzzy neural network for opinion score distribution prediction,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 34, no. 3, pp. 1641-1655, March 2024. (DOI: 10.1109/TCSVT.2023.3295375) [PDF]

J38.            Zhang, Y., Li, G., Zhang, Xiao-Ping, and He, Y., “A deep learning model based on transformer structure for radar tracking of maneuvering targets,” Information Fusion, vol. 103, p.102120, pp. 1-12, March 2024. (DOI: 10.1016/j.inffus.2023.102120)

J39.            Wang, Y., Yan, X., Wang, F.L., Xie, H., Yang, W., Zhang, Xiao-Ping, Qin, J., and Wei, M., “UCL-Dehaze: towards real-world image dehazing via unsupervised contrastive learning,” IEEE Transactions on Image Processing, vol. 33, pp. 1361-1374, February 2024. February 2024. (DOI: 10.1109/TIP.2024.3362153) [PDF]

J40.            Ma, Y., Zhou, W., Ma, R., Wang, E., Yang, S., Tang, Y., Zhang, Xiao-Ping, and Guan, X., “DOVE: Doodled vessel enhancement for photoacoustic angiography super resolution,” Medical Image Analysis, vol. 94(103106), pp. 1-11, February 2024. (DOI: 10.1016/j.media.2024.103106)

J41.            Ding, Z., Wu, Q., Wang, M., Liu, J., Zeng, X., Li, W., Huang, W., Liu, Z., and Zhang, Xiao-Ping, “A multimode neuromorphic vision sensor with improved brightness measurement performance by pulse coding method,” IEEE Internet of Things Journal, vol. 11, no. 4, pp. 6266-6277, February 2024. (DOI: 10.1109/JIOT.2023.3311019) [PDF]

J42.            Wu, K., Yang, Y., Liu, Q., and Zhang, Xiao-Ping, “Hierarchical independent coding scheme for varifocal multiview images based on angular-focal joint prediction,” IEEE Trans. on Multimedia, vol. 26, pp. 2993-3006, February 2024.   (DOI: 10.1109/TMM.2023.3306072) [PDF]

J43.            Liang, C., Li, J., Liu, S., Yang, F., Dong, Y., Song, J., Zhang, Xiao-Ping, and Ding, W., “Integrated sensing, lighting and communication based on visible light communication: a review,” Digital Signal Processing, vol. 145, pp. 1-21, February 2024. (DOI: 10.1016/j.dsp.2023.104340)

J44.            Xu, G., Lin, Z., Wu, Q., Chan, W.K., and Zhang, Xiao-Ping, “Deep reinforcement learning based model-free optimization for unit commitment against wind power uncertainty,” International Journal of Electrical Power & Energy Systems, vol. 155, Part B, p.109526, pp. 1-10, January 2024. (DOI: 10.1016/j.ijepes.2023.109526)

J45.            Lu, Y., Ma, J., Mei, X., Huang, J., and Zhang, Xiao-Ping, “Feature matching via topology-aware graph interaction model,” IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 1, pp. 113-130, January 2024. (DOI: 10.1109/JAS.2023.123774) [PDF]

J46.            Wang, Z., Gao, Y., Li, Y., Yan, H., Kang, F., Shen, Y., Zhang, Xiao‐Ping, Wei, G., and Fu, H. Y., “High speed dual‐band photodetector for dual‐channel optical communications in wavelength division multiplexing and security enhancement,” Advanced Functional Materials, January 2024. (DOI: 10.1002/adfm.202310911)

J47.            Li, R., Wang, X., Li, G. and Zhang, Xiao-Ping, “TEFISTA-Net: a learnable method for high-resolution range profile reconstruction with low-frequency ultra-wideband radar,” Signal Processing, vol. 214, p.109257, January 2024. (DOI: 10.1016/j.sigpro.2023.109257)

J48.            Tan, X., Hu, M., Zhai, G., Zhu, Y., Li, W., and Zhang, Xiao-Ping, “Lightweight video-based respiration rate detection algorithm: an application case on intensive care,” IEEE Trans. on Multimedia, vol. 26, pp. 1761-1775, January 2024. (DOI: 10.1109/TMM.2023.3286994) [PDF]

J49.            Jin, Y. -L., Ji, Z.-Y., Zeng, D., and Zhang, Xiao-Ping, “VWP: An efficient DRL-based autonomous driving model,” IEEE Trans. on Multimedia, vol. 26, pp. 2096-2108, January 2024. (DOI: 10.1109/TMM.2022.3177942) [PDF]

J50.            Su, Z., Zhang, Y., Shi, J., and Zhang, Xiao-Ping, “A survey of single image rain removal based on deep learning,” ACM Computing Surveys, vol. 56, no. 4, pp. 1-35, November 2023. (DOI: 10.1145/3625818)

J51.            Guo, Y., Hu, M., Min, X., Wang, Y., Dai, M., Zhai, G., Zhang, Xiao-Ping, and Yang, X., “Blind image quality assessment for pathological microscopic image under screen and immersion scenarios,” IEEE Trans. on Medical Imaging, vol. 42, no. 11, pp. 3295-3306, Nov. 2023. (DOI: 10.1109/TMI.2023.3282387) [PDF]

J52.            Duan, H., Min, X., Sun, W. Zhu, Y., Zhang, Xiao-Ping, and Zhai, G., “Attentive deep image quality assessment for omnidirectional stitching,” IEEE Journal of Selected Topics in Signal Processing, vol. 17, no. 6, pp. 1150-1164, Nov. 2023.  (DOI: 10.1109/JSTSP.2023.3250956) [PDF]

J53.            Jiang, X., Zhang, S., Zhang, Xiao-Ping, and Ma, J., “Improving sparse graph attention for feature matching by informative key points exploration,” Computer Vision and Image Understanding, vol. 235, p.103803, October 2023. (DOI: 10.1016/j.cviu.2023.103803)

J54.            Hua, C., Wu, Y., Shi, Y., Hu, M., Xie, R., Zhai, G., and Zhang, Xiao-Ping, “Steganography for medical record image,” Computers in Biology and Medicine, vol. 165, p.107344, October 2023. (DOI: 10.1016/j.compbiomed.2023.107344)

J55.            Li, S., Yu, H., Ding, W., Liu, H., Ye, L., Xia, C., Wang, X., and Zhang, Xiao-Ping, “Visual–tactile fusion for transparent object grasping in complex backgrounds,” IEEE Transactions on Robotics, vol. 39, no. 5, pp. 3838-3856, October 2023. (DOI: 10.1109/TRO.2023.3286071) [PDF]

J56.            Zhang, X., Hu, M., Zhang, Y., Zhai, G., and Zhang, Xiao-Ping, “Recent progress of optical imaging approaches for noncontact physiological signal measurement: A review,” Advanced Intelligent Systems, vol. 5, no. 9, 2200345, September 2023. (DOI: 10.1002/aisy.202200345) [PDF]

J57.            Yao, T., Li, Y., Pan, Y., Wang, Y., Zhang, Xiao-Ping, and Mei, T., “Dual vision transformer,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 9, pp. 10870-10882, September 2023. (DOI:  10.1109/TPAMI.2023.3268446) [PDF]

J58.            Geng, Z., Tang, X., Zhang, Xiao-Ping, and Dong, Y., “Layered hybrid PAM-DMT for IM/DD OWC systems,” Optics Express, vol. 31, no. 20, pp.32383-32392, September 2023. (DOI: 10.1364/OE.493545)

J59.            Wu, K., Yang, Y., Liu, Q., and Zhang, Xiao-Ping, “Focal stack image compression based on basis-quadtree representation,” IEEE Trans. on Multimedia, vol. 25, pp. 3975-3988, September 2023. (DOI: 10.1109/TMM.2022.3169055) [PDF]

J60.            Luo, J.-A., and Zhang, Xiao-Ping, “A novel range selective generalized weighted centroid method for source localization in bearing-only sensor networks,” IEEE Sensors Journal, vol. 23, no. 15, pp. 17078-17091, August 2023. (DOI: 10.1109/JSEN.2023.3283998) [PDF]

J61.            Yan, J., Xie, Y., Guo, Y., Wei, Y., Zhang, Xiao-Ping, and Luan X., “CoCoOpter: Pre-train, prompt, and fine-tune the vision-language model for few-shot image classification,” International Journal of Multimedia Information, vol. 12, no. 2, August 2023. (DOI: 10.1007/s13735-023-00286-5)

J62.            Zhang, W., Li, X., Chen, Y., Ye, N., and Zhang, Xiao-Ping, “Effective online portfolio selection for the long-short market using mirror gradient descent,” IEEE Signal Processing Letters, vol. 30, pp. 913-917, July 2023. (DOI: 10.1109/LSP.2023.3296913) [PDF]

J63.            Huang, Y., Chen, W., Peng, L., Liu, Y., Wang, M., Zhang, Xiao-Ping, and Zeng, X.,“LineDL: processing images line-by-line with deep learning,” IEEE Trans. on Image Processing, vol. 32, pp. 3150-3162, June 2023.  (DOI: 10.1109/TIP.2023.3277394) [PDF]

J64.            Tao, M., and Zhang, Xiao-Ping, “Study on 𝐿1 over 𝐿2 minimization for nonnegative signal recovery,” Journal of Scientific Computing, vol. 95, no. 3, June 2023. (DOI: 10.1007/s10915-023-02225-2)

J65.            Liu, H., Hu, M., Chen, Y., Li, Q., Zhai, G., Yang, S, Zhang, Xiao-Ping, and Yang, X., “Angel’s girl for blind painters: an efficient painting navigation system validated by multimodal evaluation approach,” IEEE Trans. on Multimedia, vol. 25, pp. 2415-2429, June 2023. (DOI: 10.1109/TMM.2022.3146767) [PDF]

J66.            Gao, Y., Min, X., Zhu, Y., Li, J., Zhang, Xiao-Ping, and Zhai, G., “Image quality score distribution prediction via alpha stable model,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 6, pp. 2656-2671, June 2023. (DOI: 10.1109/TCSVT.2022.3229839) [PDF]

J67.            Zhang, B., Jiang, B., Zheng, R., Zhang, Xiao-Ping, Li, J., and Xu, Q., “Pi-ViMo: Physiology-inspired robust vital sign monitoring using mmWave radars,” ACM Trans. Internet of Things, vol. 14, no. 2, pp. 1-27, May 2023. (DOI: 10.1145/3589347) [PDF]

J68.            Kang, Y., Wang, H., Kim, B., Xie, J., Zhang, Xiao-Ping, and Han, Z., “Time efficient offloading optimization in automotive multi-access edge computing networks using mean-field games,” IEEE Transactions on Vehicular Technology, vol 72, no. 5, pp. 6460-6473, May 2023. (DOI: 10.1109/TVT.2022.3229888) [PDF]

J69.            Chen, D., Zhu, Y., Wang, D., Wang, H., Xie, J., Zhang, Xiao-Ping, and Han, Z., “Love of variety-based latency analysis for high definition map updating: age of information and distributional robust perspectives,” IEEE Transactions on Intelligent Vehicles, Special Issue on Digital Twins and Parallel Intelligence for Intelligent Vehicles and Intelligent Transportation Systems, vol. 8, no. 2, pp. 1751-1764, Feb. 2023. (DOI10.1109/TIV.2022.3224655) [PDF]

J70.            Li, S., Zhang, Xiao-Ping, Ruan, D.-L., and Zeng, H., “Increasing the uniform degrees of freedom for moving q-dilated arrays,” IEEE Internet of Things Journal, vol. 10, no. 1, pp. 194-209, January 2023. (DOI: 10.1109/JIOT.2022.3200955) [PDF]

J71.            Zhu, D., Wang, X., Li, G., and Zhang, Xiao-Ping, “Vessel detection via multi-order saliency-based fuzzy fusion of spaceborne and airborne SAR images,” Information Fusion, vol. 89, pp. 473-485, January 2023. (DOI: 10.1016/j.inffus.2022.08.022)

J72.            Zhou, H., Chen, H., Zhang, Y., Wei, M., Xie, H., Wang, J., Lu, T., Qin, J., and Zhang, Xiao-Ping, “Refine-Net: Normal refinement neural network for noisy point clouds,” IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 45, no. 1, pp. 946-963, January 2023. (DOI: 10.1109/TPAMI.2022.3145877) [PDF]

J73.            Su, Z., Zhang, Y., Shi, J., and Zhang, Xiao-Ping, “Recurrent network knowledge distillation for image derain,” IEEE Trans. on Cognitive and Developmental Systems, vol. 14, no. 4, pp. 1642-1653, December 2022. (DOI: 10.1109/TCDS.2021.3131045) [PDF]

J74.            Gong, X., Li, X., Ma, L., Tong, W., Shi, F., Hu, M., Zhang, Xiao-Ping, Yu, G., and Yang, C., “Preterm infant general movements assessment via representation learning,” Displays, vol. 75, p.102308, December 2022. (DOI: 10.1016/j.displa.2022.102308)

J75.            Wang, Y., Yan, X., Guan, D., Wei, M., Chen, Y., Zhang, Xiao-Ping, and Li, J., “Cycle-SNSPGAN: Towards real-world image dehazing via cycle spectral normalized soft likelihood estimation patch GAN,” IEEE Trans. on Intelligent Transportation Systems, vol. 23, no. 11, pp. 20368-20382, Nov. 2022. (DOI: 10.1109/TITS.2022.3170328) [PDF]

J76.            Li, X., Lu, C., Song, Z., Ding, W., and Zhang, Xiao-Ping, “Planar magnetic actuation for soft and rigid robots using a scalable electromagnet array,” IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 9264–9270, October 2022. (DOI: 10.1109/LRA.2022.3190830)

J77.            Zhao, W., Zhang, J.-K., Zhang, Xiao-Ping, and Zheng, R., “Multiple-target localization by millimeter-wave radars with trapezoid virtual antenna arrays,” IEEE Internet of Things Journal, vol. 9, no. 20, pp. 19589-19598, October 2022. (DOI: 10.1109/JIOT.2022.3167916) [PDF]

J78.            Li, P., Yan, X., Zhu, H., Wei, M., Zhang, Xiao-Ping, and Qin, J., “FindNet: Can you find me? Boundary-and-texture enhancement network for camouflaged object detection,” IEEE Transactions on Image Processing, vol. 31, pp. 6396-6411, October 2022. (DOI: 10.1109/TIP.2022.3189828) [PDF]

J79.            Zhao, S., Guo, N., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Sequential Doppler shift based optimal localization and synchronization with TOA,” IEEE Internet of Things Journal, vol. 9, no. 17, pp. 16234-16246, September 2022. (DOI: 10.1109/JIOT.2022.3150564) [PDF]

J80.            Yang, C., Hu, M., Zhai, G., and Zhang, Xiao-Ping, “Graph-based denoising for respiration and heart rate estimation during sleep in thermal video,” IEEE Internet of Things Journal, vol. 9, no. 17, pp. 15697-15713, September 2022. (DOI: 10.1109/JIOT.2022.3150147) [PDF]

J81.            Du, H., Shi, H., Zeng, D., Zhang, Xiao-Ping, and Mei, T., “The elements of end-to-end deep face recognition: a survey of recent advances,” ACM Computing Surveys, vol. 54, no. 10s, September 2022. (DOI: 10.1145/3507902)

J82.            Li, Y., Li, G., Liu, Y., Zhang, Xiao-Ping, and He, Y., “A hybrid SVSF algorithm for automotive radar tracking,” IEEE Trans. on Intelligent Transportation Systems, vol. 23, no. 9, pp. 15028-15042, September 2022. (DOI: 10.1109/TITS.2021.3136170) [PDF]

J83.            Zhang, W., Zhang, J., Bao, M., Zhang, Xiao-Ping, and Li, X., “Multi-target tracking based on dynamic Bayesian network with reparameterized approximate variational inference,” IEEE Internet of Things Journal, vol. 9, no. 13, pp. 11542-11559, July 2022. (DOI: 10.1109/JIOT.2021.3131308) [PDF]

J84.            Xie, N., Miao, Z., Zhang, Xiao-Ping, Xu, W., Li, M., and Wang, J., “Sequential gesture learning for continuous Labanotation generation based on the fusion of graph neural networks,” IEEE Trans. on Circuits and Systems for Video vol. 32, no. 6, pp. 3722-3734, June 2022. (DOI: 10.1109/TCSVT.2021.3109892) [PDF]

J85.            Li, Y., Li, G., Liu, Y., Zhang, Xiao-Ping, and He, Y., “A novel smooth variable structure filter for target tracking under model uncertainty,” IEEE Trans. on Intelligent Transportation Systems, vol. 23, no. 6, pp. 5823-5839, June 2022. (DOI: 10.1109/TITS.2021.3058806) [PDF]

J86.            Chen, Y., Luo, Z., Li, W., Lin, H., Nurunnabi, A., Lin, Y., Wang, C., Zhang, Xiao-Ping, and Li, J., “WGNet: Wider graph convolution networks for 3D point cloud classification with local dilated connecting and context-aware,” International Journal of Applied Earth Observation and Geoinformation, vol. 110:102786, pp. 1-15, June 2022. (DOI: 10.1016/j.jag.2022.102786) [PDF]

J87.            Guo, N., Zhao, S., Zhang, Xiao-Ping, Yao, Z., Cui, X., and Lu, M., “New closed-form joint localization and synchronization using sequential one-way TOAs,” IEEE Trans. on Signal Processing, vol. 70, pp. 1657-1672, May 2022. (DOI: 10.1109/TSP.2022.3168363) [PDF]

J88.            Gong, M., Ma, J., Xu, H., Tian, X., and Zhang, Xiao-Ping, “D2TNet: A ConvLSTM network with dual-direction transfer for pan-sharpening,” IEEE Trans. on Geoscience and Remote Sensing, vol. 60, pp. 1-14, May 2022. (DOI: 10.1109/TGRS.2022.3169134) [PDF]

J89.            Zhang, J., Bao, M., Zhang, Xiao-Ping, Chen, Z., and Yang, J., “DOA estimation for heterogeneous wideband sources based on adaptive space-frequency joint processing,” IEEE Trans. on Signal Processing, vol. 70, pp. 1657-1672, April 2022. (DOI: 10.1109/TSP.2022.3160802) [PDF]

J90.            Li, M., Miao, Z., Zhang, Xiao-Ping, Xu, W., Ma, C., and Xie, N., “Rhythm-aware sequence-to-sequence learning for Labanotation generation with gesture-sensitive graph convolutional encoding,” IEEE Trans. on Multimedia, vol. 24, pp. 1488-1502, April 2022. (DOI: 10.1109/TMM.2021.3066115) [PDF]

J91.            Zhang, W., Tong, J., Bao, M., Zhang, Xiao-Ping, and Li, X., “Wideband multi-target tracking based on dynamic Bayesian network learning in an acoustic sensor array network,” IEEE Internet of Things Journal, vol. 9, no. 6, pp. 4769-4787, March 2022. (DOI: 10.1109/JIOT.2021.3108528) [PDF]

J92.            Wu, B., and Zhang, Xiao-Ping, “Environmental sound classification via time-frequency attention and framewise self-attention based deep neural networks,” IEEE Internet of Things Journal, vol. 9, no. 5, pp. 3416-3428, March 2022. (DOI: 10.1109/JIOT.2021.3098464) [PDF]

J93.            Wang, X., Ma, J., Yi, P., Tian, X., Jiang, J., and Zhang, Xiao-Ping, “Learning an epipolar shift compensation for light field image super-resolution,” Information Fusion, vol. 79, pp. 188-199, March 2022. (DOI: 10.1016/j.inffus.2021.10.005) [PDF]

J94.            Jiang, X., Xia, Y., Zhang, Xiao-Ping, and Ma, J., “Robust image matching via local graph structure consensus,” Pattern Recognition, vol. 126: 108588, pp. 1-14, February 2022. (DOI: 10.1016/j.patcog.2022.108588) [PDF]

J95.            Wang, X., Ma, J., Jiang, J., and Zhang, Xiao-Ping, “Dilated projection correction network based on autoencoder for hyperspectral image super-resolution,” Neural Networks, vol. 146, pp. 107-119, February 2022. (DOI: 10.1016/j.neunet.2021.11.014) [PDF]

J96.            Wu, K., Yang, Y., Liu, Q., and Zhang, Xiao-Ping, “Gaussian-Wiener representation and hierarchical coding scheme for focal stack images,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 32, no. 2, pp. 523-537, Feb. 2022. (DOI: 10.1109/TCSVT.2021.3066523) [PDF]

J97.            Han, J., Li, G., Wang, K., Duan, M., and Zhang, Xiao-Ping, “1-bit radar imaging based on adversarial samples,” IEEE Trans. on Geoscience and Remote Sensing, vol. 60, pp. 1-13, January 2022. (DOI: 10.1109/TGRS.2021.3073159) [PDF]

J98.            Jiang, X., Li, G, Zhang, Xiao-Ping, and He, Y., “A semisupervised Siamese network for efficient change detection in heterogeneous remote sensing images,” IEEE Trans. on Geoscience and Remote Sensing, vol. 60, pp. 1-18, January 2022. (DOI: 10.1109/TGRS.2021.3061686) [PDF]

J99.            Su, Z., Zhang, Y., Zhang, Xiao-Ping, and Feng, Q., “Non-local channel aggregation network for single image rain removal,” Neurocomputing, vol. 469, pp. 261-272, January 2022. (DOI: 10.1016/j.neucom.2021.10.052) [PDF]

J100.         Wang, X., Zhu, D., Li, G., Zhang, Xiao-Ping, and He, Y., “Proposal-copula-based fusion of spaceborne and airborne SAR images for ship target detection,” Information Fusion, vol. 77, pp. 247-260, January 2022. (DOI: 10.1016/j.inffus.2021.07.019) [PDF]

J101.         Zhu, D., Li, G., and Zhang, Xiao-Ping, “Source localization based on hybrid coarray for one-dimensional mirrored interferometric aperture synthesis,” IEEE Trans. on Geoscience and Remote Sensing, vol. 60, pp. 1-14, January 2022. (DOI: 10.1109/TGRS.2021.3061447) [PDF]

J102.         Jiang, Z., He, Y., Li, G., and Zhang, Xiao-Ping, “Robust STAP detection based on volume cross-correlation function in heterogeneous environments,” IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, January 2022. (DOI: 10.1109/LGRS.2020.3019580) [PDF]

J103.         Zhao, S., Guo, N., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Closed-form two-way TOA localization and synchronization for user devices with motion and clock drift,” IEEE Signal Processing Letters, vol. 29, pp. 100-104, January 2022. (DOI: 10.1109/LSP.2021.3127486) [PDF]

J104.         Zhang, Y., Xie, Y., Li, X., Zhang, Xiao-Ping, and Zhou, J., “Frequency estimation for zero-padded signal based on the amplitude ratio of two DFT samples,” IEEE Trans. on Signal Processing, vol. 69, pp. 6504-6514, December 2021. (DOI: 10.1109/TSP.2021.3130965) [PDF]

J105.         Zheng, S., Chen, J., Zhang, Xiao-Ping, and Kuo, Y., “A new multihypothesis–based compressed video sensing reconstruction system,” IEEE Trans. on Multimedia, vol. 23, pp. 3577-3589, October 2021. (DOI: 10.1109/TMM.2020.3028479) [PDF]

J106.         Han, J., Li, G., and Zhang, Xiao-Ping, “One-bit radar imaging via adaptive binary iterative hard thresholding,” IEEE Trans. on Computational Imaging, vol. 7, pp. 1005-1017, September 2021. (DOI: 10.1109/TCI.2021.3113113) [PDF]

J107.         Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Optimal two-way TOA localization and synchronization for moving user devices with clock drift,” IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 7778-7789, August 2021. (DOI: 10.1109/TVT.2021.3092255) [PDF]

J108.         Jiang, Z., Li, G., Zhang, Xiao-Ping, and He, Y., “Space-time adaptive processing by employing structure-aware two-level block sparsity,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 6386-6397, June 2021. (DOI: 10.1109/JSTARS.2021.3090069) [PDF]

J109.         Li, S., and Zhang, Xiao-Ping, “Dilated arrays: A family of  sparse  arrays with increased uniform degrees of freedom and reduced mutual coupling on a moving platform,” IEEE Trans. on Signal Processing, vol. 69, pp. 3367–3382, May 2021. (DOI: 10.1109/TSP.2021.3083988) [PDF]

J110.         Wang, Y., Hu, M., Yang, C., Li, N., Zhang, J., Li, Q., Zhai, G., Yang, S, Zhang, Xiao-Ping, Yang, X., “Respiratory consultant by your side: affordable and remote intelligent respiratory rate and respiratory pattern monitoring system,” IEEE Internet of Things Journal, vol. 8, no. 19, pp. 14999-15009, October 2021. (DOI: 10.1109/JIOT.2021.3073049) [PDF]

J111.         Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “A new TOA localization and synchronization system with virtually synchronized periodic asymmetric ranging network,” IEEE Internet of Things Journal, vol. 8, no. 11, pp. 9030-9044, June 2021. (DOI: 10.1109/JIOT.2021.3055677) [PDF]

J112.         Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Optimal localization with sequential pseudorange measurements for moving users in a time division broadcast positioning system,” IEEE Internet of Things Journal, vol. 8, no. 11, pp. 8883-8896, June 2021. (DOI: 10.1109/JIOT.2021.3055680) [arXiv]

J113.         Wang, X., Li, G., Zhang, Xiao-Ping, and He, Y., “A fast CFAR algorithm based on density-censoring operation for ship detection in SAR images,” IEEE Signal Processing Letters, vol. 28, pp. 1085-1089, May 2021. (DOI: 10.1109/LSP.2021.3082034) [PDF]

J114.         Sharma, G., Zhang, Xiao-Ping, Umapathy, K., and Krishnan, S., “Audio texture and age-wise analysis of disordered speech in children having specific language impairment,” Biomedical Signal Processing and Control, vol. 66, pp. 1-8, April 2021. (DOI: 10.1016/j.bspc.2021.102471) [PDF]

J115.         Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Semidefinite programming two-way TOA localization for user devices with motion and clock drift,” IEEE Signal Processing Letters, vol. 28, pp. 578-582, March 2021. (DOI: 10.1109/LSP.2021.3064755) [PDF]

J116.         Liu, L., Feng, G., Beautemps, D., and Zhang, Xiao-Ping, “Re-synchronization using the hand preceding model for multi-modal fusion in automatic continuous cued speech recognition,” IEEE Trans. on Multimedia, vol. 23, pp. 292-305, February 2021. (DOI: 10.1109/TMM.2020.2976493) [arXiv]

J117.         Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “A closed-form localization method utilizing pseudorange measurements from two non-synchronized positioning systems,” IEEE Internet of Things Journal, vol. 8, no. 2, pp. 1082-1094, January 2021. (DOI: 10.1109/JIOT.2020.3010479) [PDF]

J118.         Li, A., Miao, Z., Cen, Y., Zhang, Xiao-Ping, Zhang, L., and Chen, S., “Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning,” Pattern Recognition, vol. 108:107355, pp. 1-16, December 2020. (DOI: 10.1016/j.patcog.2020.107355) [PDF]

J119.         Ai, J., Hu, M., Zhai, G., Zhang, Xiao-Ping, Wang, Y., Cai, L., Li, Q. and Sun, W.Q., “Rapidly developing human heat residue model under various conditions based on Fluent and thermal video,” Infrared Physics & Technology, vol. 110, p.103468, November 2020. (DOI: 10.1016/j.infrared.2020.103468)

J120.         Zhang, J., Xu, X., Chen, Z., Bao, M., Zhang, Xiao-Ping, and Yang, J., “High-resolution DOA estimation algorithm for a single acoustic vector sensor at low SNR,” IEEE Trans. on Signal Processing, vol. 68, pp. 6142-6158, September 2020. (DOI: 10.1109/TSP.2020.3021237) [PDF]

J121.         Wang, Y., Hu, M., Zhou, Y., Li, Q., Yao, N., Zhai, G., Zhang, Xiao-Ping, Yang, X., “Unobtrusive and automatic classification of multiple people’s abnormal respiratory patterns in real time using deep neural network and depth camera,” IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8559-8571, September 2020. (DOI: 10.1109/JIOT.2020.2991456) [PDF] [arXiv version related to COVID-19]

J122.         Wang, X., Li, G., Zhang, Xiao-Ping, and He, Y., “Ship detection in SAR Images via local contrast of Fisher vectors,” IEEE Trans. on Geoscience and Remote Sensing, vol. 58, no. 9, pp. 6467-6479, September 2020. (DOI: 10.1109/TGRS.2020.2976880) [PDF]

J123.         Zhang, Y., Chen, X., Xu, H., Zhang, Xiao-Ping, and Qi, F., “Fast acceleration and velocity estimation for wideband stretching LFM radars based on mutual bias correction,” IEEE Sensors Journal, vol. 20, no. 15, pp. 8683-8697, August 2020. (DOI: 10.1109/JSEN.2020.2983839) [PDF]

J124.         Xu, H., Ma, J., and Zhang, Xiao-Ping, “MEF-GAN: Multi-exposure image fusion via generative adversarial networks,” IEEE Trans. on Image Processing, vol. 29, pp. 7203-7216, June 2020. (DOI: 10.1109/TIP.2020.2999855) [PDF]

J125.         Han, J., Li, G., and Zhang, Xiao-Ping, “Refocusing of moving targets based on low-bit quantized SAR data via parametric quantized iterative hard thresholding,” IEEE Transactions on Aerospace and Electronic Systems, vol. 56, no. 3, pp. 2198-2211, June 2020. (DOI: 10.1109/TAES.2019.2944707) [PDF]

J126.         Li, S., and Zhang, Xiao-Ping, “A new approach to construct virtual array with increased degrees of freedom for moving sparse arrays,” IEEE Signal Processing Letters, vol. 27, pp. 805-809, May 2020. (DOI: 10.1109/LSP.2020.2993956) [PDF]

J127.         Li, D., Gao, Z., Zhang, Xiao-Ping, Zhai, G., and Yang, X., “Generative adversarial networks for non-negative matrix factorization in temporal psycho-visual modulation,” Digital Signal Processing, vol. 100, pp. 1-11, May 2020. (DOI: 10.1016/j.dsp.2020.102681) [PDF]

J128.         Jiang, X., He, Y., Li, G, Liu, Y., and Zhang, Xiao-Ping, “Change detection in heterogeneous optical and SAR remote sensing images via deep homogeneous feature fusion,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Special Issue on Deep Learning for Remote Sensing Image Scene Classification, vol. 13, pp. 1551-1566, April 2020. (DOI: 10.1109/JSTARS.2020.2983993) [arXiv]

J129.         Ma, J., Xu, H., Jiang, J., Mei, X., and Zhang, Xiao-Ping, “DDcGAN: a dual-discriminator conditional generative adversarial network for multi-resolution image fusion,” IEEE Trans. on Image Processing, vol. 29, pp. 4980-4995, 2020. (DOI: 10.1109/TIP.2020.2977573) [PDF]

J130.         Min, X., Zhou, J., Zhai, G., Zhang, Xiao-Ping, Yang, X., and Guan, X., “A multimodal saliency model for videos with high audio-visual correspondence,” IEEE Trans. on Image Processing, vol. 29, no. 1, pp. 3805-3819, 2020. (DOI: 10.1109/TIP.2020.2966082) [PDF]

J131.         Chen, G., Li, G., Liu, Y., Zhang, Xiao-Ping, and Zhang, L., “SAR image despeckling based on combination of fractional-order total variation and nonlocal low rank regularization,” IEEE Trans. on Geoscience and Remote Sensing, vol. 58, no. 3, pp. 2056-2070, March 2020. (DOI: 10.1109/TGRS.2019.2952662) [PDF]

J132.         Son, C.-H., and Zhang, Xiao-Ping, “Rain detection and removal via shrinkage-based sparse coding and learned rain dictionary,” Journal of Imaging Science and Technology, March 2020. (DOI: 10.2352/J.ImagingSci.Technol.2020.64.3.030501) [Project Page including Rain Image Database & Matlab Code]

J133.         Jiang, X., He, Y., Li, G., Liu, Y., and Zhang, Xiao-Ping, “Building damage detection via superpixel-based belief fusion of space-borne SAR and optical images,” IEEE Sensors Journal, vol. 20, no. 4, pp. 2008-2022, February 2020. (DOI: 10.1109/JSEN.2019.2948582) [PDF]

J134.         Luo, J.-A., Shao, H.-X., Peng, D.-L., and Zhang, Xiao-Ping, “A novel subspace approach for bearing-only target localization,” IEEE Sensors Journal, vol. 19, no. 18, pp. 8174-8182, September 2019. (10.1109/JSEN.2019.2919899) [PDF]

J135.         Zhang, Y., Xu, H., Zhang, Xiao-Ping, Liu, H., Deng, Z., and Fu, M., “A wideband/narrowband fusion based motion estimation method for maneuvering target,” IEEE Sensors Journal, vol. 19, no. 18, pp. 8095-8106, September 2019. (DOI: 10.1109/JSEN.2019.2916930) [PDF]

J136.         Zheng, S., Zhang, Xiao-Ping, Chen, J., and Kuo, Y., “A high-efficiency compressed sensing based terminal-to-cloud video transmission system,” IEEE Trans. on Multimedia, vol. 21, no. 8, pp. 1905-20, August 2019. (DOI: 10.1109/TMM.2019.2891415) [PDF]

J137.         Li, D., Zhang, Xiao-Ping, Hu, M., Zhai, G., and Yang, X., “Physical password breaking via thermal sequence analysis,” IEEE Trans. on Information Forensics and Security, vol. 14, no. 5, pp. 1142-1154, May 2019. (DOI: 10.1109/TIFS.2018.2868219) [PDF]

J138.         Wu, D., Zheng, S.-J., Zhang, Xiao-Ping, Yuan, C.-A., Cheng, F., Zhao, Y., Lin, Y.-J., Zhao, Z.-Q., Jiang, Y.-L., and Huang, D.-S., “Deep learning-based methods for person re-identification: A comprehensive review,” Neurocomputing, vol. 337, pp. 354-371, April 14, 2019. (DOI: 10.1016/j.neucom.2019.01.079) [PDF]

J139.         Wu, D., Zheng, S.-J., Bao, W.-Z., Zhang, Xiao-Ping, Yuan, C.-A., and Huang, D.-S., “A novel deep model with multi-loss and efficient training for person re-identification,” Neurocomputing, vol. 324, pp. 69-75, January 2019. (DOI: 10.1016/j.neucom.2018.03.073)

J140.         Son, C.-H., and Zhang, Xiao-Ping, “Near-infrared fusion via color regularization for haze and color distortion removals,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 18, no. 11, pp. 3111-26, November 2018. (DOI: 10.1109/TCSVT.2017.2748150) [PDF] [Test Images]

J141.         Hu, X., Bao, M., Zhang, Xiao-Ping, Wen, S., Li, X., and Hu, Y.-H., “Quantized Kalman filter tracking in directional sensor networks,” IEEE Trans. on Mobile Computing, vol. 17, no. 4, pp. 871-883, April 2018. (DOI: 10.1109/TMC.2017.2742948) [PDF]

J142.         Zhang, Xiao-Ping, “To the Victor Go the Spoils: AI in Financial Markets,” IEEE Signal Processing Magazine, vol. 34, no. 6, pp. 171-176, November 2017. (DOI: 10.1109/MSP.2017.2738038)

J143.         Gavili, Adnan, and Zhang, Xiao-Ping, “On the shift operator, graph frequency and optimal filtering in graph signal processing,” IEEE Trans. on Signal Processing, vol. 65, no. 23, pp. 6303-6318, December 2017. (DOI: 10.1109/TSP.2017.2752689) [arXiv]

J144.         Ma, C., Miao, Z., Zhang, Xiao-Ping, and Li, M., “A saliency prior context model for real-time object tracking,” IEEE Trans. on Multimedia, vol. 19, no. 11, pp. 2415-2424, November 2017. (DOI: 10.1109/TMM.2017.2694219) [PDF]

J145.         Son, C.-H., and Zhang, Xiao-Ping, “Near-Infrared coloring via a contrast-preserving mapping model,” IEEE Trans. on Image Processing, vol. 26, no. 11, pp. 5381-5394, November 2017. (DOI: 10.1109/TIP.2017.2724241) [PDF] [Project Test Images]

J146.         Zhang, Y., Zhang, YX, Deng, Z., Zhang, Xiao-Ping, and Liu, H., “Sea surface target detection based on complex ARMA-GARCH processes,” Digital Signal Processing, vol. 70, pp. 1-13, November 2017. (DOI: 10.1016/j.dsp.2017.07.017) [PDF]

J147.         Hanssens, D.M., Wang, F., and Zhang, Xiao-Ping, “Vigilant marketing: catching fleeting opportunities for growth spurts,” Applied Marketing Analytics, vol. 3, no. 2, pp. 130-138, August 2017. (Article for executives)

J148.         Luo, J.-A., Zhang, Xiao-Ping, and Wang, Z, “A novel aliasing-free subband information fusion approach for wideband sparse spectral estimation,” EURASIP Journal on Advances in Signal Processing, vol. 2017, no. 61, pp. 1-13, August 2017. (DOI: 10.1186/s13634-017-0494-8) [PDF]

J149.         Xu, W., Miao, Z., Zhang, Xiao-Ping, and Tian, Y., “A hierarchical spatio-temporal model for human activity recognition,” IEEE Trans. on Multimedia, vol. 19, no. 7, pp. 1494-1509, July 2017. (DOI: 10.1109/TMM.2017.2674622) [PDF]

J150.         Zhang, Xiao-Ping, and Wang, F., “Signal Processing for Finance, Economics, and Marketing,” IEEE Signal Processing Magazine, Feature Article, vol. 34, no. 3, pp. 14-35, May 2017. (DOI: 10.1109/MSP.2017.2663138) (Tutorial Article [PDF].)

J151.         Luo, J.-A., Zhang, Xiao-Ping, Wang, Z., and Lai, X.-P., “On the accuracy of passive source localization using acoustic sensor array networks,” IEEE Sensors Journal, vol. 17, no. 6, pp. 1795-1809, March 2017. (DOI: 10.1109/JSEN.2017.2657646) [PDF]

J152.         Hanssens, D.M., Wang, F., and Zhang, Xiao-Ping, “Performance growth and opportunistic marketing spending,” International Journal of Research in Marketing, vol. 33, no. 4, pp. 711-724, Dec. 2016. (DOI:10.1016/j.ijresmar.2016.01.008) Finalists for the IJRM 2016 Best Article Award! Included in Hanssens, Dominique M. (2018) Long-Term Impact of Marketing: A Compendium, World Scientific, ISBN: 978-981-3229-79-2. [PDF]

J153.         Sun, B., Li, S., Zhang, Xiao-Ping, Sun, J., “Blind bleed-through removal for scanned historical document image with conditional random fields,” IEEE Trans. on Image Processing, vol. 25, no. 12, pp. 5702-5712, Dec. 2016. (DOI: 10.1109/TIP.2016.2614133) [PDF]

J154.         Han, J., Zhang, Xiao-Ping, and Wang, F., “Gaussian process regression stochastic volatility model for financial time series,” IEEE Journal of Selected Topics in Signal Processing, Special Issue on Financial Signal Processing and Machine Learning for Electronic Trading, vol. 10, no. 6, pp. 1015-1028, September 2016. (DOI: 10.1109/JSTSP.2016.2570738) [PDF]

J155.         Son, C.-H., and Zhang, Xiao-Ping, “Layer-based approach for image pair fusion,” IEEE Trans. on Image Processing, vol. 25, no. 6, pp. 2866-2881, June 2016. (DOI 10.1109/TIP.2016.2556618) [PDF]

J156.         Li, B., Du, J., and Zhang, Xiao-Ping, “Feature extraction using maximum nonparametric margin projection,” Neurocomputing, vol. 188, pp. 225–232, May 2016. (DOI: 10.1016/j.neucom.2014.11.105) [PDF]

J157.         Han, Y., Shen, Y., Zhang, Xiao-Ping, Win, M.Z., and Meng, H., “Performance limits and geometric properties of array localization,” IEEE Trans. on Information Theory, vol. 62, no. 2, pp. 1054-1075, January 2016. (DOI: 10.1109/TIT.2015.2511778) [PDF]

J158.         Li, B., Lei, L., and Zhang, Xiao-Ping, “Constrained discriminant neighborhood embedding for high dimensional data feature extraction,” Neurocomputing, vol. 173, part 2, pp. 137–144, January 2016. (DOI: 10.1016/j.neucom.2015.01.099)

J159.         Fu, X., Liao, Y., Zeng, D., Huang, Y., Zhang, Xiao-Ping, and Ding, X., “A probabilistic method for image enhancement with simultaneous illumination and reflectance estimation,” IEEE Trans. on Image Processing, vol. 24, no. 12, pp. 4965-4977, December 2015. (DOI: 10.1109/TIP.2015.2474701) [PDF]

J160.         Zhang, Xiao-Ping, Khwaja, A.S., Luo, J.-A., Housfater, A. S., and Anpalagan, A., “Multiple imputations particle filters: convergence and performance analyses for nonlinear state estimation with missing data,” IEEE Journal of Selected Topics in Signal Processing, Special  Issue  on  Advanced  Signal  Processing  Techniques  for  Radar  Applications, vol. 9, no. 8, pp. 1536-1547, December 2015. (DOI: 10.1109/JSTSP.2015.2465360) [PDF]

J161.         Hu, X., Bao, M., Zhang, Xiao-Ping, Guan, L., and Hu, Y.-H., “Generalized iterated Kalman filter and its performance evaluation,” IEEE Trans. on Signal Processing, vol. 63, no. 12, pp. 3204-3217, June 2015. (DOI: 10.1109/TSP.2015.2423266) [PDF]

J162.         Geng, J., Miao, Z., and Zhang, Xiao-Ping, “Efficient heuristic methods for multimodal fusion and concept fusion in video concept detection,” IEEE Trans. on Multimedia, vol. 17, no. 4, pp. 498-511, April 2015. (DOI: 10.1109/TMM.2015.2398195) [PDF]

J163.         Li, B., Li, J., and Zhang, Xiao-Ping, “Nonparametric discriminant multi-manifold learning for dimensionality reduction,” Neurocomputing, vol. 152, pp. 121-126, March 2015. (DOI: 10.1016/j.neucom.2014.11.012)

J164.         Wang, F., and Zhang, Xiao-Ping, “The role of the Internet in changing industry competition,” Information & Management, vol. 52, no. 1, pp. 71-81, January 2015. (DOI:10.1016/j.im.2014.10.006) [PDF]

J165.         Xie, Y., Zhang, Xiao-Ping, Luan, X., Liu, L., and Zhang, X., “A novel specific image scenes detection method,” Multimedia Tools and Applications, vol. 74, no. 1, pp 105-122, January 2015. (DOI 10.1007/s11042-013-1496-7)

J166.         Li, B., Tian, B.-B., Zhang, X.-L., and Zhang, Xiao-Ping, “Locally linear representation Fisher criterion based tumor gene expressive data classification,” Computers in Biology and Medicine, vol. 53, pp. 48-54, October 2014. (DOI: 10.1016/j.compbiomed.2014.07.018)

J167.         Huang, Y., Paisley, J., Lin, Q., Ding, X., Fu, X., and Zhang, Xiao-Ping, “Bayesian nonparametric dictionary learning for compressed sensing MRI,” IEEE Trans. on Image Processing, vol. 23, no. 12, pp. 5007-5019, July 2014. (DOI:10.1109/TIP.2014.2360122) [PDF]

J168.         Khwaja, A. S., and Zhang, Xiao-Ping, “Compressed sensing ISAR reconstruction in the presence of rotational acceleration,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 7, pp. 2957-2970, July 2014. (DOI: 10.1109/JSTARS.2014.2314216) [PDF]

J169.         Khwaja, A. S., and Zhang, Xiao-Ping, “Motion parameter estimation and focusing from SAR images based on sparse reconstruction,” IEEE Geoscience and Remote Sensing Letters, vol. 11, no. 8, pp. 1350-1354, August 2014. [PDF]

J170.         Shao, H., Zhang, Xiao-Ping, and Wang, Z., “Efficient closed-form algorithms for AOA based self-localization of sensor nodes using auxiliary variables,” IEEE Trans. on Signal Processing, vol. 62 , no. 10, pp. 2580-2594, May 2014. [PDF]

J171.         Wan, Y., Miao, Z., Zhang, Xiao-Ping, Tang, Z., and Wang, Z., “Illumination robust video foreground prediction based on color recovering,” IEEE Trans. on Multimedia, vol. 16, no. 3, pp. 637 – 652, April 2014. [PDF]

J172.         Zhang, S., Lei, Y., Dong, T., and Zhang, Xiao-Ping, “Label propagation based supervised locality projection analysis for plant leaf classification,” Pattern Recognition, vol. 46, no. 7, pp. 1891–1897, DOI: 10.1016/j.patcog.2013.01.015, July 2013. [PDF]

J173.         Sarwer, M.G., Wu, Q.M.J., and Zhang, Xiao-Ping, “Enhanced SATD based cost function for mode selection of H.264/AVC intra coding,” Signal, Image and Video Processing, DOI: 10.1007/s11760-011-0267-z, vol. 7, no. 4, pp. 777-786, July 2013. [PDF]

J174.         Huang, C., and Zhang, Xiao-Ping, “Performances of amplify-and-forward cooperative relay networks with different topologies,” Wireless Personal Communications, vol. 69, no. 2 pp. 561-577, DOI: 10.1007/s11277-012-0590-x, March 2013.

J175.         Wang, X., and Zhang, Xiao-Ping, “An ICA mixture hidden conditional random field model for video event classification,” IEEE Trans. on Circuit and Systems for Video Technology, vol. 23, no. 1, pp. 46-59, January 2013. [PDF]

J176.         Wang, Z., Luo, J., and Zhang, Xiao-Ping, “A novel location penalized maximum likelihood estimator for bearing only target localization,” IEEE Trans. on Signal Processing, vol. 60, no. 12, pp. 6166 – 6181, December 2012. [PDF]

J177.         Guo, P., Miao, Z., Zhang, Xiao-Ping, Shen, S., and Wang, S., “Coupled observation decomposed hidden Markov model for multi-person activity recognition,” IEEE Trans. on Circuit and Systems for Video Technology, vol. 22, no. 9, pp. 1306-1320, September 2012. [PDF]

J178.         Wang, X., and Zhang, Xiao-Ping, “Ice hockey shooting event modeling with mixture hidden Markov model,” Multimedia Tools and Applications, Special Issue on Events in Multimedia, vol. 57, no. 1, pp. 131-144, DOI: 10.1007/s11042-010-0722-9, March 2012. [PDF]

J179.         Guo, P., Miao, Z., Zhang, Xiao-Ping, and Wang, Z., “A fast sub-volume search method for human action detection,” IEICE Trans. on Information and Systems, vol. E95-D, no. 1, pp. 285-288, DOI: 10.1587/transinf.E95.D.285, January 2012. [PDF]

J180.         Wang, X. and Zhang, Xiao-Ping, “On optimal look-up table based data hiding,” IET Signal Processing, vol. 5, no. 2, pp. 171-179, April 2011. [PDF]

J181.         Beheshti, S., Hashemi, M., Zhang, Xiao-Ping, and Nikvand, N., “Noise invalidation denoising,” IEEE Trans. on Signal Processing, vol. 58, no. 12, pp. 6007-6016, December 2010. [PDF]

J182.         Yuan, H., and Zhang, Xiao-Ping, “Statistical modeling in the wavelet domain for compact feature extraction and similarity measure of images,” IEEE Trans. on Circuit and Systems for Video Technology, vol. 20, no. 3, pp. 439-445, March 2010. [PDF]

J183.         Wang, S.-L., Li, X., Xia, J.-F., and Zhang, Xiao-Ping, “Weighted neighborhood classifier for the classification of imbalanced tumor dataset,” Journal of Circuits, Systems, and Computers, vol. 19, no. 1, pp. 259-273, Feb. 2010. (DOI: 10.1142/S0218126610006232) [PDF]

J184.         Wang, F., Zhang, Xiao-Ping, and Ouyang, M., “Does advertising create sustained firm value? The capitalization of brand intangible,” Journal of the Academy of Marketing Science, vol. 37, no. 2, pp. 130-143, June 2009.

J185.         Zhou, J., and Zhang, Xiao-Ping, “An ICA mixture hidden Markov model for video content analysis,” IEEE Trans. on Circuit and Systems for Video Technology, Special Issue on Event Analysis in Videos, vol. 18, no. 11, pp. 1576-1586, November 2008. (An extended version here includes additional graphs and mathematical details.) [PDF]

J186.         Wang, F., and Zhang, Xiao-Ping, “Reasons for market evolution and budgeting implications,” Journal of Marketing, vol. 72, no. 5, pp. 15-30, September 2008. [PDF]

J187.         Zhang, Xiao-Ping, Li, K., and Wang, X., “A novel look-up table design method for data hiding with reduced distortion,” IEEE Trans. on Circuit and Systems for Video Technology, vol. 18, no. 6, pp. 769-776, June 2008. [PDF]

J188.         Tsui, T., Zhang, Xiao-Ping, and Androutsos, D, “Color image watermarking using multidimensional Fourier transforms,” IEEE Trans. on Information Forensics and Security, vol. 3, no. 1, pp. 13-28, March 2008. [PDF]

J189.         Wang, Y., and Zhang, Xiao-Ping, “Filter-bank design for multicarrier modulation systems with MPSK based on symbol-error-rate evaluation,” IEE Proceedings - Communications, vol. 153, no. 6, pp. 919-927, December 2006. [PDF]

J190.         Yuan, H., and Zhang, Xiao-Ping, “Multiscale fragile watermarking based on the Gaussian mixture model,” IEEE Trans. on Image Processing, vol. 15, no. 10, pp. 3189-3200, October 2006. [PDF]

J191.         Zhang, Xiao-Ping, and Chen, Z., “An automated video object extraction system based on spatiotemporal independent component analysis and multiscale segmentation,” EURASIP Journal on Applied Signal Processing, Special Issue on Information Mining from Multimedia Databases, vol. 2006, pp.1-22, 2006.

J192.         Ma, L., Zhang, Xiao-Ping, Si, J., Abousleman, G.P., “Bi-directional gradient labelling and registration for gray-scale image segmentation,” IEEE Trans. on Image Processing, vol. 14, no. 12, pp. 2073-2081, December 2005. [PDF]

J193.         Zhang, Xiao-Ping and Li, K., “Comments on ‘An SVD-Based watermarking scheme for protecting rightful ownership’, ” IEEE Trans. on Multimedia. vol. 7, no. 3, pp.593-594, June 2005. [PDF]

J194.         Zhang, Xiao-Ping, “Thresholding neural network for adaptive noise reduction,” IEEE Trans. on Neural Networks, vol. 12, no. 3, pp. 567-584, May 2001. [PDF]

J195.         Zhang, Xiao-Ping, et al., "Segmentation of bright targets using wavelets and adaptive thresholding," IEEE Trans. on Image Processing, vol. 10, no. 7, pp. 1020-1030, July 2001. [PDF]

J196.         Zhang, Xiao-Ping, Desai, M. and Peng, Y.-N., "Orthogonal complex filter banks and wavelets: some properties and design," IEEE Trans. on Signal Processing, vol. 47, no. 4, pp. 1039-1048, April 1999. [PDF]

J197.         Zhang, Xiao-Ping, et al., "Adaptive denoising based on SURE risk," IEEE Signal Processing Letters, vol. 5, no. 10, pp. 265-267, Oct. 1998. [PDF]

J198.         Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "From the wavelet series to the discrete wavelet transform -- the initialization," IEEE Trans. on Signal Processing, vol. 44, no. 1, pp. 129-133, Jan. 1996. [PDF]

J199.         Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "Matched filters in time-scale domain and its application in signal detection," ACTA ELECTRONICA SINICA, vol. 24, no. 6, pp. 87-91, June 1996.

J200.         Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "From time-frequency distribution to continuous wavelet transform," Journal of Electronics, vol. 16, no. 6, pp. 631-640, Nov. 1994.

·      Selected Refereed Conference Papers (225):

C1.              Xu, J., Zheng, A., Ding, L., Zhang, H., Deng, Z., Yu, Q., and Zhang, Xiao-Ping, “HiLTV: hierarchical multi-distribution modeling for lifetime value prediction in online games,” accepted by the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2025), Padua, Italy, July 13-17, 2025.

C2.              Ye, X., Gan, Y., Ge, Y., Zhang, Xiao-Ping, Tang, Y., “ATP-LLaVA: adaptive token pruning for large vision language models,” accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR2025), Nashville, TN, USA, June 11-15, 2025. (22.1% acceptance rate)

C3.              Manjunath, Y., Wissborn, A., Szymanowski, M., Li, M., Zhao, L., and Zhang, Xiao-Ping, “Discern-XR: an online classifier for metaverse network traffic,” accepted by 2025 IEEE International Conference on Communications (ICC2025), Montreal, Canada, June 8-12, 2025.

C4.              Manjunath, Y., Szymanowski, M., Wissborn, A., Li, M., Zhao, L., and Zhang, Xiao-Ping, “ResLearn: transformer-based residual learning for metaverse network traffic prediction,” accepted by 2025 IEEE International Conference on Communications (ICC2025), Montreal, Canada, June 8-12, 2025.

C5.              Yang, W., Yu, X. and Zhang, Xiao-Ping, “GLST-GCN: Global-local spatio-temporal graph convolutional network for skeleton-based hand motion prediction,” in Proc. of ICASSP2025 (2025 IEEE International Conference on Acoustics, Speech and Signal Processing), Hyderabad, India, April 6-11, 2025.

C6.              Zhang, E., Tang, H., Zhang, Xiao-Ping, and Ding, W., “Mean-field aided QMIX: a scalable and flexible Q-learning approach for large-scale agent groups,” in Proc. of ICASSP2025 (2025 IEEE International Conference on Acoustics, Speech and Signal Processing), Hyderabad, India, April 6-11, 2025.

C7.              Duan, S., Yang, J., Tan, Y., Zhang, G., Li, Y., and Zhang, Xiao-Ping, “Transfer risk map: mitigating pixel-level negative transfer in medical segmentation,” in Proc. of ICASSP2025 (2025 IEEE International Conference on Acoustics, Speech and Signal Processing), Hyderabad, India, April 6-11, 2025.

C8.              Liu, H., Tang, H., Wu, Y., Li, Y., and Zhang, Xiao-Ping, “Reinforced domain selection for continuous domain adaptation,” in Proc. of ICASSP2025 (2025 IEEE International Conference on Acoustics, Speech and Signal Processing), Hyderabad, India, April 6-11, 2025.

C9.              Li, L., Gu, R., Wang, C., Xing, J., Yu, X., and Zhang, Xiao-Ping, “Multi-view 3D human pose estimation with weakly synchronized images,” in Proc. of 39th AAAI Conference on Artificial Intelligence (AAAI-25), Philadelphia, PA, USA, Feb. 25-Mar. 4, 2025. (Acceptance rate 23.4%)

C10.           Ren, C., Feng, Y., Zhang, W., Zhang, Xiao-Ping, and Gao, Y., “Multi-scale consistency for robust 3D registration via hierarchical Sinkhorn tree,” in Proc. of the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS2024), Vancouver, Canada, December 10-15, 2024. (Acceptance rate 25.8%)

C11.           Zhao, Z., Wei, T., Liu, Z., Tang, X., Zhang, Xiao-Ping, and Dong, Y., “Joint beamforming for backscatter integrated sensing and communication,” in Proc. of 2024 IEEE Global Communications Conference (GLOBECOM2024), pp. 5399-5404, Cape Town, South Africa, December 8-12, 2024.

C12.           Tang, S., Dai, W., Pei, J., Zhang, Xiao-Ping, Song, J., and Dong, Y., “Separate or integrated: comprehensive analysis of combining optical OTFS and OAM in RIS-assisted FSO communication systems,” in Proc. of 2024 IEEE Global Communications Conference (GLOBECOM2024), pp. 830-835, Cape Town, South Africa, December 8-12, 2024.

C13.           Song, J., Xi, S., Guan, X., Zhang, Xiao-Ping, Wang, X. and Liu, Z., “THz optical image recognition method via AM-Res2Net model,” in Proc. of 2024 IEEE Global Communications Conference (GLOBECOM2024), pp. 2305-2310, Cape Town, South Africa, December 8-12, 2024.

C14.           Li, R., Wang, X., Li, G., and Zhang, Xiao-Ping, “FISTA-LPW: Super-resolution imaging of low-frequency radar based on sparse regularization with learnable partition weights,” in Proc. of the 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Zhuhai, China, November 22-24, 2024.

C15.           Zhuo, Y.W., Wang, X., Han, J., Li, G., and Zhang, Xiao-Ping, “A Joint optimization method of pulse transmission and range-Doppler reconstruction for pulse-Doppler radar,” in Proc. of the 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Zhuhai, China, November 22-24, 2024.

C16.           Guo, D., Lin, Z., Huang, T., Qi, Y., He, J., Zhang, Xiao-Ping, Wang, X. and Li, G., “improved deep matrix factorization for signal recovery in random frequency diversity array radar,” in Proc. of the 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Zhuhai, China, November 22-24, 2024.

C17.           Zhao, C., Ruan, C., Xu, J., Wang, H., Wang, S., Li, J., Zha, J., Yang, Z., Liu, Y., Zhang, Xiao-Ping, and Chen, X., “Foes or friends: embracing ground effect for edge detection on lightweight drones,” In Proc. of the 30th Annual International Conference on Mobile Computing and Networking (ACM MobiCom'24), pp. 1377-1392, Washington D.C., DC, USA, November 18–22, 2024. (DOI: 10.1145/3636534.3690699)

C18.           Du, M., Zheng, S., Zhang, Xiao-Ping, and Dong, Y., “Misaligned over-the-air computation of multi-sensor data with Wiener-denoiser network,” in Proc. of ACM MobiCom International Workshop on Physics Embedded AI Solutions in Mobile Computing (PICASSO’24), Washington D.C., DC, USA, November 18-22, 2024.

C19.           Tang, S., Pei, J., Liao, Y., Zhang, Xiao-Ping, Song, J., and Dong, Y., “Hybrid adaptive biased optical OTFS for RIS-Assisted OWC systems,” in Proc. of 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), pp. 1-6, Beijing, China, November 2–4, 2024.

C20.           Tang, S., Zhang, Xiao-Ping, Song, J. and Dong, Y., “Optimal transceiver design for RIS-Assisted FSO communication systems,” in Proc. of 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), Beijing, China, November 2–4, 2024.

C21.           Zhang, L., Tang, X., Zheng, S., Dai, W., Zhang, Xiao-Ping, and Dong, Y., “Sum rate maximization for sub-connected MIMO UWOC systems: A Rate-Splitting Scheme,” in Proc. of 2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), Beijing, China, November 2–4, 2024.

C22.           Li, L., Yang, W., Xing, J., Yu, X., and Zhang, Xiao-Ping, “Translating motion to notation: hand labanotation for intuitive and comprehensive hand movement documentation,” in Proc. of the 32th ACM International Conference on Multimedia (ACMMM2024), Melbourne, Australia, October 28-November 1, 2024. (Oral. Acceptance rate 3.97%)

C23.           Zhou, Y., Zhang, Z., Sun, W., Liu, X., Min, X., Wang, Z., Zhang, Xiao-Ping, and Zhai, G., “THQA: A perceptual quality assessment database for talking heads,” in Proc. of ICIP2024 (2024 IEEE International Conf. on Image Processing), pp. 15-21, Abu Dhabi, UAE, October 27-30, 2024.

C24.           Li, J., Xu, Q., Xu, Z., Ge, C., Ruan, L., Liang, X., Ding, W., Gui, W. and Zhang, Xiao-Ping, “PowerGest: Self-powered gesture recognition for command input and robotic manipulation,” in Proc. of 2024 IEEE 30th International Conference on Parallel and Distributed Systems (ICPADS2024), pp. 528-535, Belgrade, Serbia, October 10-14, 2024. (Acceptance rate 19%)

C25.           Dong, Y., Pei, J., Wu, K., Dong, Y. and Zhang, Xiao-Ping, “Joint optimization in MEC incorporating MD preference: a hybrid GA and AFSA scheme,” in Proc. of 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), Washington DC, USA, October 7-10, 2024.

C26.           Li, M., and Zhang, Xiao-Ping, “Interpretable temporal class activation representation for audio spoofing detection,” in Proc. of INTERSPEECH2024 (25th Annual Conference of the International Speech Communication Association), Kos Island, Greece, September 1-5, 2024.

C27.           Hu, J., Tang, X., Zhang, Xiao-Ping, and Dong, Y., “Trajectory planning for UAV-Assisted full-duplex OWC systems,” in Proc. of 2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR), Incheon, Korea,  August 4-9, 2024.

C28.           Zhao, Z., Hu, J., Tang, X., Zhang, Xiao-Ping, and Dong, Y., “Deep learning based positioning scheme for single UAV-Assisted VLC systems,” in Proc. of 2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR), Incheon, Korea,  August 4-9, 2024.

C29.           Zhang, L., Tang, X., Zheng, S., Dai, W., Zhang, Xiao-Ping, and Dong, Y., “Joint power allocation and probabilistic shaping for OFDM-UWOC systems,” in Proc. of 2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR), Incheon, Korea, August 4-9, 2024.

C30.           Li, L., Xing, J., Yu, X., and Zhang, Xiao-Ping, “Deviation wing loss for high-performance 2D pose estimation,” in Proc. of 2024 IEEE International Conference on Multimedia and Expo (ICME 2024), Niagara Falls, Canada, July 15-19, 2024.

C31.           Yan, R., Du, M., Zhang, Xiao-Ping, and Dong, Y., “Deep reinforcement learning based contention window optimization for IEEE 802.11 bn,” in Proc. of 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), Singapore, June 24-27, 2024.

C32.           Yu, Y., Wei, S., Huang, S.-L., and Zhang, Xiao-Ping, “The second order asymptotics of covert communications over AWGN channels,” in Proc. of 2024 IEEE International Conference on Communications (ICC2024), Denver, USA, June 9-13, 2024.

C33.           Li, Z., Man, F., Chen, X., Xu, S., Dang, F., Zhang, Xiao-Ping, Liu, Y., and Chen, X., “QUEST: Quality-informed multi-agent dispatching system for optimal mobile crowdsensing,” in Proc. of 2024 IEEE International Conference on Computer Communications (INFOCOM2024), Vancouver, Canada, May 20–23, 2024.

C34.           Wang, H., Xu, J., Zhao, C., Lu, Z., Cheng, Y., Chen, X., Zhang, Xiao-Ping, Liu, Y., and Chen, X., “TransformLoc: Transforming MAVs into mobile localization infrastructures in heterogeneous swarms,” in Proc. of 2024 IEEE International Conference on Computer Communications (INFOCOM2024), Vancouver, Canada, May 20–23, 2024.

C35.           Dai, W., Zhang., L., Lin., J., Wu., K., Wei., T., Zhao, Z., Tang, X., Song, J., Zhang, Xiao-Ping, and Dong, Y., “Scintillation index of plane and spherical laser beams propagating in arbitrary oceanic turbulence,” in Proc. of 2024 Photonics & Electromagnetics Research Symposium (PIERS2024), Chengdu, China, April 21-25, 2024.

C36.           Chai, C. C., and Zhang, Xiao-Ping, “Unified probability distributions of generalized composite fading with inverse-type distributions of large-scale shadowing/fluctuations,” in Proc. of ICASSP2024 (2024 IEEE International Conference on Acoustics, Speech and Signal Processing), pp. 8926-8930, Seoul, Korea, April 14-19, 2024.

C37.           Jiang, H., Chen, Y., Liu, L., Han, X., and Zhang, Xiao-Ping, “Leveraging noisy labels of nearest neighbors for label correction and sample selection,” in Proc. of ICASSP2024 (2024 IEEE International Conference on Acoustics, Speech and Signal Processing), pp. 7720-7724, Seoul, Korea, April 14-19, 2024.

C38.           Liu, X., Chen, G., Tang, Y., Wang, G., Zhang, Xiao-Ping, and Lim, S.N., “Language-free compositional action generation via decoupling refinement,” in Proc. of ICASSP2024 (2024 IEEE International Conference on Acoustics, Speech and Signal Processing), pp. 2910-2914, Seoul, Korea, April 14-19, 2024.

C39.           Zhang, H., Shi, Z., Hu, Y., Ding, W., Kuruoğlu, E.E., and Zhang, Xiao-Ping, “Optimizing trading strategies in quantitative markets using multi-agent reinforcement learning,” in Proc. of ICASSP2024 (2024 IEEE International Conference on Acoustics, Speech and Signal Processing), pp. 136-140, Seoul, Korea, April 14-19, 2024.

C40.           Zhao, Z., Liu, Y., Ding, W., and Zhang, Xiao-Ping, “Federated PAC-Bayesian learning on non-IID Data,” in Proc. of ICASSP2024 (2024 IEEE International Conference on Acoustics, Speech and Signal Processing), pp. 5945-5949, Seoul, Korea, April 14-19, 2024.

C41.           Chen, H., Ding, J., Li, Y., Wang, Y., and Zhang, Xiao-Ping, “Social physics informed diffusion model for crowd simulation,” in Proc. of 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, Canada, Feb. 20-27, 2024. (23.75% acceptance rate)

C42.           Chai, C. C., and Zhang, Xiao-Ping, “Unified probability distributions of composite fading for radio frequency and optical wireless channels,” in Proc. of 2023 IEEE Global Communications Conference (GLOBECOM2023), Kuala Lumpur, Malaysia, December 4-8, 2023.

C43.           Wang, W., Yu, X., Tong, X., Yu, R., Huang, S.-L., and Zhang, Xiao-Ping, “Robust deep joint source channel coding with time-varying noise,” in Proc. of 2023 IEEE Global Communications Conference (GLOBECOM2023), Kuala Lumpur, Malaysia, December 4-8, 2023.

C44.           Chen, J., Sun, Y., Zhang, Y,. Zhang, Xiao-Ping, and Dong, Y., “A novel probabilistic shaping based chaotic encryption for VLC systems,” in Proc. of 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM), Wuhan, China, November 4-7, 2023.

C45.           Yu, X., Wei, S., Ying, C. and Zhang, Xiao-Ping, “Constant scaling asymptotics of communication bounds in covert channels against selective adversary,” in Proc. of 2023 IEEE Military Communications Conference (MILCOM2023), pp. 319-324, Boston, MA, USA, October 30–November3, 2023.

C46.           Li, M., and Zhang, Xiao-Ping, “Robust audio anti-spoofing system based on low-frequency sub-band information,” in Proc. of 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, USA, October 22-25, 2023.

C47.           Luo, J., Hu, Y., Yu, C., Hong, C., Zhang, Xiao-Ping, and Chen, X., “Field reconstruction-based non-rendezvous calibration for low cost mobile sensors,” in Adjunct Proc. of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing (UbiComp/ISWC’23 Adjunct), pp. 688–693, Cancún, Mexico. October 8-12, 2023.

C48.           Zhao, C., Wang, H., Li, J., Man, F., Mu, S., Ding, W., Zhang, Xiao-Ping, and Chen, X., “SmoothLander: a quadrotor landing control system with smooth trajectory guarantee based on reinforcement learning,” in Adjunct Proc. of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing (UbiComp/ISWC’23 Adjunct), pp. 682–687, Cancún, Mexico. October 8-12, 2023.

C49.           Ren, J., Xu, Y., Li, Z., Hong, C., Zhang, Xiao-Ping, and Chen, X., “Scheduling UAV swarm with attention-based graph reinforcement learning for ground-to-air heterogeneous data communication,” in Adjunct Proc. of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing (UbiComp/ISWC’23 Adjunct), pp. 670–675, Cancún, Mexico. October 8-12, 2023.

C50.           Lei, K.C., Sou, K.W., Chan, W.S., Yan, J., Ping, S., Peng, D., Ding, W., and Zhang, Xiao-Ping, “WSTac: interactive surface perception based on whisker-inspired and self-illuminated vision-based tactile sensor,” in Adjunct Proc. of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing (UbiComp/ISWC’23 Adjunct), pp. 736–742, Cancún, Mexico. October 8-12, 2023.

C51.           Zhang, H., Tang, H., Ding, W., and Zhang, Xiao-Ping, “Cooperative multi-type multi-agent deep reinforcement learning for resource management in space-air-ground integrated networks,” in Adjunct Proc. of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing (UbiComp/ISWC’23 Adjunct), pp. 712–717, Cancún, Mexico. October 8-12, 2023.

C52.           Tan, Y., Li, Y., Li, Y. and Zhang, Xiao-Ping, “Efficient prediction of model transferability in semantic segmentation tasks,” in Proc. of ICIP2023 (2023 IEEE International Conf. on Image Processing), pp. 720-724, Kuala Lumpur, Malaysia, October 8-11, 2023.

C53.           Chen, G., Liu, X., Wang, G., Zhang, K., Torr, P.H., Zhang, Xiao-Ping, and Tang, Y., “Tem-adapter: adapting image-text pretraining for video question answer,” in Proc. of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 13945-13955, Paris, France. October 2-3, 2023.

C54.           Chai, C. C., and Zhang, Xiao-Ping, “Iterative water-filling power and subcarrier allocation for multicarrier NOMA downlink,” in Proc. of ICASSP2023 (2023 IEEE International Conference on Acoustics, Speech and Signal Processing), Rhodes Island, Greece, June 4-10, 2023.

C55.           Zhang, Y., Li, G., Zhang, Xiao-Ping, and He, Y., “Transformer-based tracking network for maneuvering targets,” in Proc. of ICASSP2023 (2023 IEEE International Conference on Acoustics, Speech and Signal Processing), Rhodes Island, Greece, June 4-10, 2023.

C56.           Li, R., Wang, X., Li, G., and Zhang, Xiao-Ping, “TEFISTA-NET: GTD parameter estimation of low-frequency ultra-wideband radar via model-based deep learning,” in Proc. of ICASSP2023 (2023 IEEE International Conference on Acoustics, Speech and Signal Processing), Rhodes Island, Greece, June 4-10, 2023.

C57.           Tan, X., Hu, M., Zhai, G., Zhu, Y., Li, W., and Zhang, Xiao-Ping, “Unobtrusive respiratory monitoring system for intensive care,” in Proc. of ICASSP2023 (2023 IEEE International Conference on Acoustics, Speech and Signal Processing), Rhodes Island, Greece, June 4-10, 2023.

C58.           Wang, Z., Lei, K. C., Tang, H., Li, S., Dai, Y., Ding, W., and Zhang, Xiao-Ping, “STEV: stretchable triboelectric e-skin enabled proprioceptive vibration sensing for soft robot,” in Proc. of 2023 IEEE International Conference on Robotics and Automation (ICRA), pp. 588-593, London, UK, May 29-June 2, 2023.

C59.           Liu, Z., Zhang, H., Zhou, M., Tsoy, A., Jiao, S., Wang, W., Zhang, Xiao-Ping, and Geng, Z., “GAN-SRSPI: super-resolution single-pixel imaging using generative adversarial networks,” in Proc. of Ninth Symposium on Novel Photoelectronic Detection Technology and Applications, vol. 12617, pp. 2009-2013, SPIE, Hefei, China, April 21-23, 2023.

C60.           Zhang, H., Liu, Z., Zhou, M., Tsoy, A., Wang, W., Zhang, Xiao-Ping, and Geng, Z., “Ultra-efficient single-pixel tracking and imaging of moving objects based on geometric moment,” in Proc. of Ninth Symposium on Novel Photoelectronic Detection Technology and Applications, vol. 12617, pp. 2014-2018, SPIE, Hefei, China, April 21-23, 2023.

C61.           Li, Y., Tan, Y., Yang, J., Li, Y., and Zhang, Xiao-Ping, “Finding the most transferable tasks for medical image segmentation,” in Proc. of 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2022), Las Vegas, USA, December 6-8, 2022.

C62.           Manjunath, Y., Zhao, S., Abou-Zeid, H., Bin Sediq, A., Atawia, R., and Zhang, Xiao-Ping, “Segmented learning for class-of-service network traffic classification,” in Proc. of 2022 IEEE Global Communications Conference (GLOBECOM2022), Rio de Janeiro, Brazil, December 4-8, 2022.

C63.           Yao, C., Hu, M., Li, Q., Zhai, G., and Zhang, Xiao-Ping, “Transclaw U-net: claw u-net with transformers for medical image segmentation,” in Proc. of 2022 5th International Conference on Information Communication and Signal Processing (ICICSP), pp. 280-284,  IEEE, Shenzhen, China, November 26-28, 2022.

C64.           Li, J., Zhai, G., Zhu, Y., Zhou, J., and Zhang, Xiao-Ping, “How sound affects visual attention in omnidirectional videos?” in Proc. of ICIP2022 (2022 IEEE International Conf. on Image Processing), Bordeaux, France, October 16-19, 2022.

C65.           Gao, Y., Min, X., Zhu, Y., Li, J., Zhang, Xiao-Ping, and Zhai, G., “Image quality assessment: from mean opinion score to opinion score distribution,” in Proc. of the 30th ACM International Conference on Multimedia (ACMMM2022), pp. 997-1005, Lisbon, Portugal, October 10-14, 2022. (DOI: 10.1145/3503161.3547872)

C66.           Li, M., Ahmadiadli, Y., and Zhang, Xiao-Ping, “A comparative study on physical and perceptual features for deepfake audio detection,” in Proc. 1st International Workshop on Deepfake Detection for Audio Multimedia (DDAM 2022), ACM Multimedia 2022, Lisbon, Portugal, October 10-14, 2022.

C67.           Zhang, H., Tang, H., Hu, Y., Wei, X., Wu, C., Ding, W., and Zhang, Xiao-Ping, “Heterogeneous mean-field multi-agent reinforcement learning for communication routing selection in SAGI-Net,” in Proc. 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), London, United Kingdom, September 26-29, 2022.

C68.           Lin, Z., Lei, K. C., Mu, S., Song, Z., Dai, Y., Ding, W., and Zhang, Xiao-Ping, “Multimodal surface sensing based on hybrid flexible triboelectric and piezoresistive sensor,” in Proc. of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp/ISWC '22, pp. 421-426, Cambridge, United Kingdom, September 11 - 15, 2022.

C69.           Chai, C. C., and Zhang, Xiao-Ping, “Iterative water-filling power and subcarrier allocation for multicarrier non-orthogonal multiple access uplink,” in Proc. of ISIT2022 (2022 IEEE International Symposium on Information Theory), Espoo, Finland, June 26 - July 1, 2022

C70.           Zhang, Y., Su, Z., Qi, F., Zhou, J., and Zhang, Xiao-Ping, “Terahertz image restoration benchmarking dataset,” in Proc. of ICASSP2022 (2022 IEEE International Conference on Acoustics, Speech and Signal Processing), Singapore, May 22-27, 2022.

C71.           Li, Y., Li, G., Liu, Y., Zhang, Xiao-Ping, and He, Y., “Statically fused smooth variable structure filter for robust tracking with Doppler radar,” in Proc. of 2022 IEEE Radar Conference (RadarConf22), New York City, USA, March 21-25, 2022.

C72.           Yang, C., Wang, F., Ye, M., Zhai, G., Zhang, Xiao-Ping, Stankovic, V., and Stankovic, L., “Model selection-inspired coefficients optimization for polynomial-kernel graph learning,” in Proc. of 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 344-350, Tokyo, Japan, December 14-17, 2021.

C73.           Li, Y., Li, G., Liu, Y., Zhang, Xiao-Ping, and He, Y., “A robust nonlinear filter for Doppler radar target tracking,” in Proc. of 2021 CIE International Conference on Radar (Radar), pp. 2066-2069, Haikou, Hainan, China, December 15-19,  2021.

C74.           Zhao, S., Abou-Zeid, H., Atawia, R., Manjunath, Y., Bin Sediq, A., and Zhang, Xiao-Ping, “Virtual reality gaming on the cloud: a reality check,” in Proc. of 2021 IEEE Global Communications Conference (GLOBECOM2021), Madrid, Spain, December 7-11, 2021.

C75.           Yue, J., Lu, Q., Min, X., Zhu, D., Zhang, Xiao-Ping, and Zhai, G., “Inter-observer visual congruency in video-viewing,” accepted, 2021 Visual Communications and Image Processing (VCIP2021), Munich, Germany, December 5-8, 2021.

C76.           Wang, X., Zhu, D., Li, G., and Zhang, Xiao-Ping, “A new image fusion method for ship target enhancement in spaceborne and airborne SAR collaboration,” in Proc. of 24th International Conference on Information Fusion (FUSION2021), Sun City, South Africa, November 1- 4, 2021.

C77.           Chen, X., Liu, X., Liu, W., Zhang, Y., Zhang, Xiao-Ping, and Mei, T., “Explainable person re-identification with attribute-guided metric distillation,” in Proc. of IEEE International Conference on Computer Vision 2021 (ICCV2021), October 11-17, 2021. (25.9% acceptance rate)

C78.           Gao, Y., Min, X., Zhu, W., Zhang, Xiao-Ping, and Zhai, G., “Modeling image quality score distribution using alpha stable model,” in Proc. of ICIP2021 (2021 IEEE International Conf. on Image Processing), pp. 1574-1578, Anchorage, USA, September 19-22, 2021.

C79.           Deng, S., Feng, Y., Xie, H., Chen, Y., Li, J., Zhang, Xiao-Ping, Wei, M., and Jing, Q., “Direction-aware feature-level frequency decomposition for single image deraining,” in Proc. of the 30th International Joint Conference on Artificial Intelligence (IJCAI2021),  Montreal, Canada, August 21-26, 2021. (13.9% acceptance rate)

C80.           Zhu, D., Wang, X., Li, G., and Zhang, Xiao-Ping, “Fusion of spaceborne and airborne SAR images using saliency and fuzzy logic for vessel detection,” in Proc. of 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2021), Brussels, Belgium, July 12-14, 2021.

C81.           Qiu, Z., Yao, T., Ngo, C.-W., Zhang, Xiao-Ping, Wu, D., and Mei, T., “Boosting video representation learning with multi-faceted integration,” in Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR),  June 19-25, 2021.

C82.           Manjunath, Y., Zhao, S., and Zhang, Xiao-Ping, “Time-distributed feature learning in network traffic classification for Internet of things,” in Proc. of 2021 IEEE World Forum on Internet of Things (WF-IoT2021),  New Orleans, USA, June 20-24, 2021.

C83.           Yao, C., Tang, J., Hu, M., Wu, Y., Guo, W., Li, Q., and Zhang, Xiao-Ping, “Claw U-Net: a UNet-based network with deep feature concatenation for scleral blood vessel segmentation,” in Proc. 2021 CAAI International Conference on Artificial Intelligence (CICAI 2021), Hangzhou, China, June 5-6, 2021. (Best Poster Finalist Award)

C84.           Zhao, S., Zhang, Xiao-Ping, Cui, X., and Lu, M., “Optimal TOA localization for moving sensor in asymmetric network,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

C85.           Wang, Y., Yang, C., Hu, M., Zhang, J., Li, Q., Zhai, G., and Zhang, Xiao-Ping, “Identification of deep breath while moving forward based on multiple body regions and graph signal analysis,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

C86.           Li, M., Miao, Z., Zhang, Xiao-Ping, and Xu, W., “An attention-seq2seq model based on CRNN encoding for automatic labanotation generation from motion capture data,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

C87.           Zhu, W., Zhai, G., Min, X., Yang, X., and Zhang, Xiao-Ping, “Perceptual quality assessment for recognizing true and pseudo 4k content,” in Proc. of ICASSP2021 (2021 IEEE International Conference on Acoustics, Speech and Signal Processing), Toronto, Canada, June 6-11, 2021.

C88.           Zheng, J., Liu, X., Yan, C., Zhang, J., Liu, W., Zhang, Xiao-Ping, and Mei, T., “TraND: transferable neighborhood discovery for unsupervised cross-domain gait recognition,” in Proc. of 2021 IEEE International Symposium on Circuits and Systems (ISCAS2021), Daegu, Korea, May 22-28, 2021.

C89.           Hua, T., Zheng, H., Bai, Y., Zhang, W., Zhang, Xiao-Ping, and Mei, T., “Exploiting relationship for complex-scene image generation,” in Proc. of 35th AAAI Conference on Artificial Intelligence (AAAI-21), Feb. 2-9, 2021.

C90.           Lu, Q., Zhai, G., Zhu, W., Zhu, Y., Min, X., Zhang, Xiao-Ping, and Yang, H., “Automatic region selection for objective sharpness assessment of mobile device photos,” in Proc. of ICIP2020 (2020 IEEE International Conf. on Image Processing), Abu Dhabi, UAE, October 25-28, 2020.

C91.           Song, K., Liu, N., Gao, Z., Zhang, J., Zhai, G., and Zhang, Xiao-Ping, “Deep restoration of invisible QR code from TPVM display,” in Proc. 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), London, UK, July 6-10, 2020.

C92.           Li, S., and  Zhang, Xiao-Ping, “A novel moving sparse array geometry with increased degrees of freedom,” in Proc. of  ICASSP2020 (2020 IEEE International Conference on Acoustics, Speech and Signal Processing), Barcelona, Spain, May 4-8, 2020.

C93.           Zheng, S.,  Zhang, Xiao-Ping, Chen, J., and Kuo, Y., “A new multihypothesis prediction scheme for compressed video sensing reconstruction,” in Proc. of  ICASSP2020 (2020 IEEE International Conference on Acoustics, Speech and Signal Processing), Barcelona, Spain, May 4-8, 2020.

C94.           Zhu, D., Li, G., and Zhang, Xiao-Ping, “Mirrored arrays for direction-of-arrival estimation,” in Proc. of  ICASSP2020 (2020 IEEE International Conference on Acoustics, Speech and Signal Processing), Barcelona, Spain, May 4-8, 2020.

C95.           Wang, X., Li, G., and Zhang, Xiao-Ping, “Contrast of contextual Fisher vectors for ship detection in SAR images,” in Proc. of  2020 IEEE International Radar Conference, Washington DC, USA, April 27 - 30, 2020.

C96.           Chen, G., Zhou, Q., Li, G., Zhang, Xiao-Ping, Qu, C., “Tensor based analysis dictionary learning for color video denoising,” in Proc. of 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP), Chongqing, China, December 11-13, 2019.

C97.           Zhai, G. and Zhang, Xiao-Ping,  “Probabilistic image quality assessment: an economics point of view,” 2019 IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Taipei, Taiwan, December 3-6, 2019. (DOI: 10.1109/ISPACS48206.2019.8986227)

C98.           Han, J., Li, G., and  Zhang, Xiao-Ping, “Design of adaptive thresholds for one-bit radar imaging based on adversarial samples,” in Proc. of 2019 6th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Xiamen, China, November 26-29, 2019. (DOI: 10.1109/APSAR46974.2019.9048389)

C99.           Fan, Q., Han, Y., and Zhang, Xiao-Ping, “A study of cross sectional stock returns using high-dimensional SUR model and many firm level characteristics,” in Proc. of 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP2019), Ottawa, Canada, November 11–14, 2019.

C100.       Fan, Q., Hu, F., and Zhang, Xiao-Ping, “Double-selection based high-dimensional factor model with application in asset pricing,” in Proc. of 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP2019), Ottawa, Canada, November 11–14, 2019.

C101.       Li, J., Zhang, Xiao-Ping, and Tran, T., “Point cloud denoising based on tensor Tucker decomposition,” in Proc. of ICIP2019 (2019 IEEE International Conf. on Image Processing), Taipei, Taiwan, September 22-25.

C102.       Liu, L., Li, J., Feng, G., and Zhang, Xiao-Ping, “Automatic detection of the temporal segmentation of hand movements in British English Cued Speech,” in Proc. of INTERSPEECH2019 (20th Annual Conference of the International Speech Communication Association), Graz, Austria, September 15-19, 2019.

C103.       Liu, L., Feng, G., Beautemps, D., and Zhang, Xiao-Ping, “A novel resynchronization procedure for hand-lips fusion applied to continuous French cued speech recognition,” in Proc. of Eusipco2019 (27th European Signal Processing Conference), Coruña, Spain, September 2-6, 2019.

C104.       Jiang, X., Li, G., Liu, Y., Zhang, Xiao-Ping, He, Y., “Homogeneous transformation based on deep-level features in heterogeneous remote sensing images,” in Proc. of 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS2019), Yokohama, Japan, July 28-August 2, 2019.

C105.       Zhang, J., Jia, J., Zhu, Z., Min, X., Zhai, G., and Zhang, Xiao-Ping, “Fine detection and classification of multi-class barcode in complex environments,” in Proc. of ICME (2019 IEEE International Conference on Multimedia and Expo), 6th IEEE International Workshop on Mobile Multimedia Computing (MMC), Shanghai, China, July 8-12, 2019. (Best paper award!)

C106.       Zheng, S., Zhang, Xiao-Ping, Chen, J., and Kuo, Y., “A new compressed sensing based terminal-to-cloud video transmission system,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS2019), Sapporo, Hokkaido, Japan, May 26-29, 2019.

C107.       Han, J., Li, G., and Zhang, Xiao-Ping, “Parametric quantized iterative hard thresholding for SAR moving target refocusing based on low-bit-rate quantized data,” in Proc. of 2019 IEEE Radar Conference (RadarConf2019), Boston, USA, April 22-26, 2019.

C108.       Jiang, Z., Li, G., Wang, X., Zhang, Xiao-Ping, He, Y., “STAP based on two-level block sparsity,” in Proc. of 2019 IEEE Radar Conference (RadarConf2019), Boston, USA, April 22-26, 2019.

C109.       Li, D., Zhang, Xiao-Ping, Zhai, G., Yang, X., and Zhu, W., “Modeling thermal sequence signal decreasing for dual modal password breaking,” in Proc. of ICIP2018 (2018 IEEE International Conf. on Image Processing), Athens, Greece, October 7-10, 2018. [PDF]

C110.       Lin, N., Sun, H., and Zhang, Xiao-Ping, “Overlapping animal sound classification using sparse representation,” in Proc. of ICASSP2018, Calgary, Canada, April 15-20, 2018. [PDF]

C111.   Ma, C., Miao, Z., Zhang, Xiao-Ping, and M. Li, “Motion vector based data association for on-line multi-object tracking,” in Proc. of 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR), pp. 132-137, Nanjing, China, November 26-29, 2017. (Doi: 10.1109/ACPR.2017.54)

C112.   Mohammadi, A., Zhang, Xiao-Ping, and Plataniotis, K.N., “Interactive Gaussian-sum filtering for estimating systematic risk in financial econometrics,” in Proc. of 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP2017), Montreal, Canada, November 14–16, 2017. [PDF]

C113.   Fan, Q., Lei, W., and Zhang, Xiao-Ping, “The impact of sports sentiment on stock returns: a case study from professional sports leagues,” in Proc. of 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP2017), Montreal, Canada, November 14–16, 2017. [PDF]

C114.   Son, C.-H., and Zhang, Xiao-Ping, “Multimodal fusion via a series of transfers for noise removal,” in Proc. of ICIP2017, Beijing, China, September 17-20, 2017. [PDF]

C115.   Chen, G., Li, G., Liu, Y., Zhang, Xiao-Ping, and Zhang, L., “SAR image despeckling by combination of fractional-order total variation and nonlocal low rank regularization,” in Proc. of ICIP2017, Beijing, China, September 17-20, 2017. [PDF]

C116.       Xu, W., Miao, Z., Zhang, Xiao-Ping, Tian, Y., “Learning a hierarchical spatio-temporal model for human activity recognition,” in Proc. of ICASSP2017, New Orleans, USA, March 5-9, 2017.

C117.       Ma, C., Miao, Z., and Zhang, Xiao-Ping, “Saliency prior context model for visual tracking,” in Proc. of ICIP2016 (2016 IEEE International Conf. on Image Processing), Phoenix, Arizona, USA, September 25 - 28, 2016.

C118.       Wang, Q., Fu, X., Zhang, Xiao-Ping, and Ding, X., “A fusion-based method for single backlit image enhancement,” in Proc. of ICIP2016, Phoenix, Arizona, USA, September 25 - 28, 2016.

C119.       Liu, Q.-Y., Zhu, L., Huang, D.-S., Wang, G., Zhang, Xiao-Ping, Shang, L., Huang, Z.-K., “Visual data completion via local sensitive low rank tensor learning,” in Proc. IJCNN 2016 (2016 International Joint Conference on Neural Networks), Vancouver, Canada, July 24-29, 2016.

C120.      Son, C.-H., and Zhang, Xiao-Ping, “Rain removal via shrinkage of sparse codes and learned rain dictionary,” in Proc. of ICME (2016 IEEE International Conference on Multimedia and Expo),  Workshop on Sparsity and Compressive Sensing in Multimedia (MM-SPARSE), Seattle, USA, July 11-16, 2016. [Project Page including Rain Image Database & Matlab Code]

C121.      Fu, X., Zeng, D., Huang, Y., Zhang, Xiao-Ping, and Ding, X., “A weighted variational model for simultaneous reflectance and illumination estimation,” in Proc. of CVPR2016, Las Vegas, Nevada, USA, June 26 - July 1, 2016.

C122.       Little, T., Zhang, Xiao-Ping, and Wang, F., “State switching in US equity index returns based on SETAR model with Kalman filter tracking,” in Proc. of 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP2015), Orlando, Florida, USA, December 14-16, 2015.

C123.       Han, J., and Zhang, Xiao-Ping, “Financial time series volatility analysis using Gaussian process state-space models,” in Proc. GlobalSIP2015, Orlando, Florida, USA, December 14-16, 2015.

C124.       Son, C.-H., Zhang, Xiao-Ping, and Lee, K., “Near-infrared coloring via a contrast-preserving mapping model,” in Proc. of GlobalSIP2015, Orlando, Florida, USA, December 14-16, 2015.

C125.       Sun, L., Chen, J., Zhang, Xiao-Ping, Ding, X., “Patch-based nonlocal dynamic MRI reconstruction with low-rank prior,” in Proc. 2015 IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China, October 19-21, 2015.

C126.       Xu, W., Miao, Z., and Zhang, Xiao-Ping, “Structured feature-graph model for human activity recognition,” in Proc. of ICIP2015 (2015 IEEE International Conf. on Image Processing), Quebec City, Canada, September 27-30, 2015.

C127.       Santarcangelo, J., and Zhang, Xiao-Ping, “Dynamic time-alignment k-means kernel clustering for time sequence clustering,” in Proc. of ICIP2015 (2015 IEEE International Conf. on Image Processing), Quebec City, Canada, September 27-30, 2015.

C128.       Santarcangelo, J., and Zhang, Xiao-Ping, “Kernel-based mixture of experts models for linear regression,” IEEE International Symposium on Circuits and Systems (ISCAS2015), Lisbon, Portugal, May 24-27, 2015.

C129.       Nematollahi, M., and Zhang, Xiao-Ping, “Generalized Gaussian mixture conditional random field model for image labeling,” in Proc. of 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP2014), Atlanta, Georgia, USA, December 3-5, 2014.

C130.       Santarcangelo, J. and Zhang, Xiao-Ping, “Arousal content representation of sports videos using dynamic prediction hidden Markov models,” in Proc. of 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP2014), Atlanta, Georgia, USA, December 3-5, 2014.

C131.       Santarcangelo, J. and Zhang, Xiao-Ping, “Positive developmental video classification For children,” in Proc. of 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP2014), Atlanta, Georgia, USA, December 3-5, 2014.

C132.       Nematollahi, M., and Zhang, Xiao-Ping, “Automatic video intro and outro detection on internet television,” in Proc. 1st International Workshop on Internet-Scale Multimedia Management (WISMM'14) in conjunction with ACM Multimedia 2014, Orlando, Florida, USA, Nov. 3-7, 2014.

C133.       Nematollahi, M., and Zhang, Xiao-Ping, “A new robust context-based dense CRF model for image labeling,” in Proc. of ICIP2014 (2014 IEEE International Conf. on Image Processing), Paris, France, Oct. 27-30, 2014.

C134.       Fu, X., Zhuang, P., Huang, Y., Liao, Y., Zhang, Xiao-Ping, Ding, X., “A retinex-based enhancing approach for single underwater image,” in Proc. of ICIP2014 (2014 IEEE International Conf. on Image Processing), Paris, France, Oct. 27-30, 2014, 2014.

C135.       Fu, X., Huang, Y., Zeng, D., Zhang, Xiao-Ping, Ding, X., “A fusion-based enhancing approach for single sandstorm image,” in Proc. 2014 IEEE International Workshop on Multimedia Signal Processing (MMSP2014), Jakarta, Indonesia, September 22-24, 2014.

C136.       Santarcangelo, J. and Zhang, Xiao-Ping, “Classifying harmful children’s content using affective analysis,” in Proc. 2014 IEEE International Workshop on Multimedia Signal Processing (MMSP2014), Jakarta, Indonesia, September 22-24, 2014.

C137.       Huang, C., Wang, F., and Zhang, Xiao-Ping, “Deciphering the brand value structure: new measures and business insights,” The Academy of Marketing Science 17th Biennial World Marketing Congress, ESAN, Lima, Peru, August 5-8, 2014.

C138.       Zhu, H., Shen, Z., Shang, L., and Zhang, Xiao-Ping, “Parallel Image Texture Feature Extraction under Hadoop Cloud Platform,” in Proc. 2014 International Conference on Intelligent Computing (ICIC2014), Taiyuan, China, August 3-6, 2014.

C139.       Santarcangelo, J. and Zhang, Xiao-Ping, “Automatic age recommendation system for children’s video content,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS2014), Melbourne, Australia, June 1-5, 2014.

C140.       Zhang, Xiao-Ping, Khwaja, A.S., Luo, J.-A., Housfater, A. S. and Anpalagan, A., “Convergence analysis of multiple imputations particle filters for dealing with missing data in nonlinear problems,” in Proc. of ISCAS2014, Melbourne, Australia, June 1-5, 2014.

C141.       Wang, F., Menon, K., Ranaweera, C., and Zhang, Xiao-Ping, “Online Product Ratings: Dynamic Trends and Diagnosticity Assessment Explanations,” The 2014 Academy of Marketing Science Annual Conference, Indianapolis, USA, May 21-23, 2014.

C142.       Shao, H., Zhang, Xiao-Ping, and Wang, Z., “Novel Closed-form Auxiliary Variables Based Algorithms for Sensor Node Localization Using AOA,” in Proc. of ICASSP2014, Florence, Italy, May 4-9, 2014.

C143.       Fu, X., Sun, Y., LiWang, M., Huang, Y., Zhang, Xiao-Ping, and Ding, X., “A novel retinex based approach for image enhancement with illumination adjustment,” in Proc. of ICASSP2014, Florence, Italy, May 4-9, 2014.

C144.       Rajbhandary, T., Zhang, Xiao-Ping, and Wang, F., “Piecewise constant modeling and Kalman filter tracking of systematic market risk,” in Proc. of 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP2013), Austin, Texas, USA, December 3-5, 2013.

C145.       Luan, V., Zhang, Xiao-Ping, and Wang, F., “Multifactor systematic risk analysis based on piecewise mean reverting model,” in Proc. of GlobalSIP2013, Austin, Texas, USA, December 3-5, 2013.

C146.       Fu, X., Zeng, D., Huang, Y., Ding, X., and Zhang, Xiao-Ping, “A variational framework for single low light image enhancement using bright channel prior,” in Proc. of GlobalSIP2013, Austin, Texas, USA, December 3-5, 2013.

C147.       Khwaja, A. and Zhang, Xiao-Ping, “Sensitivity analysis of compressed sensing ISAR imaging to rotational acceleration rate mismatch,” in Proc. of ICIP2013, Melbourne, Australia, September 15-18, 2013.

C148.       Xie, J., Huang, Y., Paisley, J., Ding, X., and Zhang, Xiao-Ping, “Pan-sharpening based on nonparametric Bayesian adaptive dictionary learning,” in Proc. of ICIP2013, Melbourne, Australia, September 15-18, 2013.

C149.       Ding, X., Paisley, J., Huang, Y., Chen, X., Huang, F., and Zhang, Xiao-Ping, “Compressed sensing MRI with Bayesian dictionary learning,” in Proc. of ICIP2013, Melbourne, Australia, September 15-18, 2013. (Best paper candidate)

C150.       Luo, J., Zhang, Xiao-Ping, and Wang, Z., “A new subband information fusion method for wideband DOA estimation using sparse signal representation,” in Proc. of ICASSP2013, Vancouver, Canada, May 26-31, 2013.

C151.       Luo, J., Zhang, Xiao-Ping, and Wang, Z., “A new passive source localization method using AOA-GROA-TDOA in wireless sensor array networks and its Cramér-Rao bound analysis,” in Proc. of ICASSP2013, Vancouver, Canada, May 26-31, 2013.

C152.       Khwaja, A. and Zhang, Xiao-Ping, “Compressed sensing SAR moving target imaging in presence of basis mismatch,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS 2013), Beijing, China, May 19-23, 2013.

C153.       Khwaja, A. and Zhang, Xiao-Ping, “Compressed sensing based image formation of SAR/ISAR data in presence of basis mismatch,” in Proc. of ICIP2012, Orlando, Florida, USA, September 30 - October 3, 2012.

C154.       Zhang, S., Zhang, Xiao-Ping, and Zhang, C., “Bimodule discriminant projection analysis for gait recognition,” in Proc. 2012 IEEE International Workshop on Multimedia Signal Processing (MMSP'12), Banff, Canada, September 17-19, 2012.

C155.       Santarcangelo, J., and Zhang, Xiao-Ping, “A textural based hidden Markov model for animation genre discrimination,” in Proc. IEEE International Conference on Multimedia and Expo. (ICME) 2012 - International Workshop on Advances in Large-Scale Multimedia Data Collection, Mining and Retrieval, Melbourne, Australia, July 9-13, 2012.

C156.       Khwaja, A. and Zhang, Xiao-Ping, “Reconstruction of compressively sensed complex-valued terahertz data,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 20-23, 2012.

C157.       Luo, J., Zhang, Xiao-Ping, and Wang, Z., “Direction-of-arrival estimation using sparse variable projection optimization,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 20-23, 2012.

C158.       Jiang, J., and Zhang, Xiao-Ping, “Trends and opportunities in consumer video content navigation and analysis,” invited position paper, in Proc. Int. Conf. on Computing, Networking and Commu. (ICNC 2012), Maui, Hawaii, USA. January 30 - February 2, 2012.

C159.       Jiang, J., and Zhang, Xiao-Ping, “A smart video player with content-based fast-forward playback,” in Proc. ACM Multimedia 2011(MM'11), Scottsdale, Arizona, USA, Nov. 28 – Dec. 1, 2011.

C160.       Sarwer, M.G., Wu, Q.M.J., and Zhang, Xiao-Ping, “A Novel Rate-Distortion Optimization Method of H.264/AVC Intra Coder,” in Proc. of ICIP2011, Brussels, Belgium, September 11-14, 2011.

C161.       Jiang, J., Zhang, Xiao-Ping, and Loui, A. C., “A content-based video fast-forward playback method using video time density function and rate distortion theory,” in Proc. of ICME2011, Barcelona, Spain, July 11-15, 2011.

C162.       Jiang, J., and Zhang, Xiao-Ping, “A novel vector quantization-based video summarization method using independent component analysis mixture model,” in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.

C163.       Jiang, J., and Zhang, Xiao-Ping, “Video thumbnail extraction using video time density function and independent component analysis mixture model,” in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.

C164.       Jiang, J., Zhang, Xiao-Ping, and Loui, A. C., “A new video similarity measure model based on video time density function and dynamic programming,” in Proc. of ICASSP2011, Prague, Czech Republic, May 22-27, 2011.

C165.       Jiang, J., and Zhang, Xiao-Ping, “A content-based rapid video playback method using motion-based video time density function and temporal quantization,” in Proc. the 1st ACM International Workshop on Social, Adaptive and Personalized Multimedia Interaction and Access on Events in Multimedia (SAPMIA'10) in conjunction with ACM Multimedia 2010, Florence, Italy, Oct. 25-29, 2010.

C166.       Jiang, J., and Zhang, Xiao-Ping, “A novel video thumbnail method using spatiotemporal quantization,” in Proc. the 3rd International Workshop on Automated Information Extraction in Media Production (AIEMPro10) in conjunction with ACM Multimedia 2010, Florence, Italy, Oct. 25-29, 2010.

C167.       Jiang, J., and Zhang, Xiao-Ping, “Gaussian mixture vector quantization-based video summarization using independent component analysis,” in Proc. 2010 IEEE International Workshop on Multimedia Signal Processing (MMSP'10), Saint-Malo, France, October 4-6, 2010.

C168.       Jiang, J., and Zhang, Xiao-Ping, “A new hierarchical key frame tree-based video representation method using independent component analysis,” in Proc. 2010 International Conference on Intelligent Computing (ICIC2010), Changsha, Hunan, China, August 18-21, 2010.

C169.       Jiang, J., and Zhang, Xiao-Ping, “A new player-enabled rapid video navigation method using temporal quantization and repeated weighted boosting search,” in Proc. CVPR  2010 Workshop on Perceptual Organization in Computer Vision (POCV), San Francisco, California, June 13-18, 2010.

C170.       Wang, X., and Zhang, Xiao-Ping, “A new Laplacian mixture conditional random field model for image labeling,” in Proc. of ICASSP2010, Dallas, TX, USA, March 14 – 19, 2010.

C171.       Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y., “A new generalized Gaussian mixture conditional random field model for indoor image labeling,” in Proc. the 1st ACM International Workshop on Interactive Multimedia for Consumer Electronics (IMCE09) in conjunction with ACM Multimedia 2009, October 19-24, 2009, Beijing, China.

C172.       Wang, X., and Zhang, Xiao-Ping, “Ice hockey shot event modeling with mixture hidden Markov model,” in Proc. the 1st ACM International Workshop on Events in Multimedia (EiMM09) in conjunction with ACM Multimedia 2009, October 19-24, 2009, Beijing, China.

C173.       Wang, X., and Zhang, Xiao-Ping, “ICA mixture hidden conditional random field model for sports event classification,” in Proc. IEEE International Conference on Computer Vision 2009 (ICCV’09) Workshop on Video-Oriented Object and Event Classification (VOEC'09), September 27- October 4, 2009, Kyoto, Japan.

C174.       Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y., “A novel image labeling method based on content-based image retrieval and conditional random field model,” in Proc. of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA 2009), September 16-18, 2009, Salzburg, Austria.

C175.       Wang, X., and Zhang, Xiao-Ping, “A new localized superpixel Markov random field for image segmentation,” in Proc. ICME2009, New York, June 28-July 3, 2009.

C176.       Wang, X., Zhang, Xiao-Ping, Clarke, I., and Yakubovich, Y. “A new room decoration assistance system based on 3D reconstruction and integrated service,” invited paper, in Proc. of ACM Int. Conf. on Image and Video Retrieval (CIVR2008), Niagara Falls, Canada, July 7-9, 2008.

C177.       Wang, X., and Zhang, Xiao-Ping, “A new implementation of trellis coded quantization based data hiding,” in Proc. of ICASSP2008, Las Vegas, March 30 - April 4, 2008.

C178.       Housfater, A. S., Zhang, Xiao-Ping, and Zhou, Y., “Monte Carlo initialization for multi-sensor bearing only tracking,” in Proc. 2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMPSAP 2007), pp.149–152, St. Thomas, U.S. Virgin Islands, December 12-14, 2007.

C179.       Zhang, R., Zhang, Xiao-Ping, and Guan, L., “Wavelet-based texture retrieval using independent component analysis,” in Proc. of ICIP2007, San Antonio, Texas, September 16-19, 2007.

C180.       Zhang, R., Zhang, Xiao-Ping, and Liu, K., “Joint iterative demodulation and decoding of differential frequency hopping signals,” in Proc. of ICASSP2007, Honolulu, USA, April 15-20, 2007.

C181.       Wang, X., and Zhang, Xiao-Ping, “Generalized trellis coded quantization for data hiding,” in Proc. of ICASSP2007, Honolulu, USA, April 15-20, 2007.

C182.       Tsui, T.K., Zhang, Xiao-Ping, and Androutsos, D., “Color image watermarking using quaternion Fourier coefficients analysis,” in Proc. of ACM Multimedia 2006, Santa Barbara, CA, USA, Oct. 23-27, 2006.

C183.       Zhou, J., and Zhang, Xiao-Ping, “Video event detection using ICA mixture hidden Markov models,” in Proc. of  ICIP2006, Atlanta, GA, USA, October 8-11, 2006.

C184.       Wang, X., and Zhang, Xiao-Ping, “Minimum distortion look-up table based data hiding,” in Proc. ICME2006, Toronto, Canada, July 9-12, 2006.

C185.       Yuan, H., and Zhang, Xiao-Ping, “A secret key based multiscale fragile watermark in the wavelet domain,” in Proc. ICME2006, Toronto, Canada, July 9-12, 2006.

C186.       Zhou, J., and Zhang, Xiao-Ping, “Hidden Markov model framework using independent component analysis mixture model,” in Proc. of  ICASSP2006, Toulouse, France, May 14-19, 2006.

C187.       Tsui, T.K., Zhang, Xiao-Ping, and Androutsos, D., “Color image watermarking using the spatio-chromatic Fourier transform,” in Proc. of  ICASSP2006, Toulouse, France, May 14-19, 2006.

C188.       Housfater, A. S., Zhang, Xiao-Ping, and Zhou, Y, “Nonlinear fusion of multiple sensors with missing data,”in Proc. of  ICASSP2006, Toulouse, France, May 14-19, 2006.

C189.       Zhou, J., and Zhang, Xiao-Ping, “Automatic identification of digital video based on shot-level sequence matching,” in Proc. the 13th Annual ACM International Conference on Multimedia (MM 2005), Singapore, November 6-12, 2005.

C190.       Zhou, J., and Zhang, Xiao-Ping, “Video object segmentation and tracking using probabilistic fuzzy c-means,” in Proc. 2005 IEEE International Workshop on Machine Learning for Signal Processing, Mystic, Connecticut, USA, September 28 - 30, 2005.

C191.       Li, K., and Zhang, Xiao-Ping, “A new LUT watermarking scheme with near minimum distortion based on the statistical modeling in the wavelet domain,” in Proc. International Conference on Intelligent Computing (ICIC) 2005, Lecture Notes on Computer Science (LNCS 3645), Hefei, China, August 23-26, 2005.

C192.   Zhou, J., and Zhang, Xiao-Ping, “Video shot boundary detection using independent component analysis,” in Proc. of ICASSP2005, Philadelphia, PA, USA, March 18-23, 2005.

C193.   Lu, Z., and Zhang, Xiao-Ping, “Robust image watermarking based on the wavelet contour detection,” in Proc. of ICASSP2005, Philadelphia, PA, USA, March 18-23, 2005.

C194.   Wang, Y., and Zhang, Xiao-Ping, “Symbol error rate evaluation for OFDM systems with MPSK modulation,” in Proc. of the 47th annual IEEE Global Telecommunications Conference (Globecom2004), Dallas, TX, USA, Nov. 29 – Dec. 3, 2004.

C195.   Zhou, J., and Zhang, Xiao-Ping, “A web-enabled video indexing system,” in Proc. of 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (in conjunction with ACM Multimedia Conference), New York, USA, October 15–16,  2004.

C196.   Yuan, H., Wang, F. and Zhang, Xiao-Ping, “Query by images: an electronic apparel catalog retrieval system,” in Proc. of the 8th IASTED International Conference on Internet & Multimedia Systems & Applications, Kauai, Hawaii, USA, August 16-18, 2004.

C197.   Yuan, H., and Zhang, Xiao-Ping, “Texture image retrieval based on a Gaussian mixture model and similarity measure using a Kullback divergence,” in Proc. of 2004 IEEE International Conference on Multimedia and Expo (ICME’2004), Taipei, Taiwan.

C198.   Yuan, H., and Zhang, Xiao-Ping, “A multiscale fragile watermark based on the Gaussian mixture model in the wavelet domain,” in Proc. of ICASSP2004, Montreal, Quebec, Canada, May 17-21, 2004.

C199.   Li, K., and Zhang, Xiao-Ping, “Reliable adaptive watermarking scheme integrated with JPEG2000,” in Proc. of 3rd International Symposium on Image and Signal Processing and Analysis (ISPA 2003), Rome, Italy, September 18-20, 2003.

C200.   Ma, L., Zhang, Xiao-Ping, Si, J., Abousleman, G.P., “Bi-directional gradient labeling and registration for gray-scale image segmentation,” in Proc. of  ICIP2003, Barcelona, Spain, September 14-17, 2003.

C201.   Yuan, H., and Zhang, Xiao-Ping, “Fragile watermark based on the Gaussian mixture model in wavelet domain for image authentication,” in Proc. of ICIP2003, Barcelona, Spain, September 14-17, 2003.

C202.   Li, K. and Zhang, Xiao-Ping, “Blind image watermark detection based on adaptive wiener denoising filtering,” in Proc. of the 9th IASTED International Conference on Signal and Image Processing, Honolulu, Hawaii, USA, August 13-15, 2003.

C203.   Chen, Z. and Zhang, Xiao-Ping, “Object extraction in video sequences based on the spatiotemporal independent component analysis,” in Proc. of Visual Communications and Image Processing 2003 (VCIP2003), Lugano, Switzerland, 8-11 July, 2003.

C204.   Yuan, H., Zhang, Xiao-Ping, and Guan, L., “Content-based image retrieval using a Gaussian mixture model in the wavelet domain,” in Proc. of VCIP2003, Lugano, Switzerland, 8-11 July, 2003.

C205.   Yuan, H., Zhang, Xiao-Ping, and Guan, L., “A statistical approach for image feature extraction in the wavelet domain,” in Proc. of 2003 Canadian Conf. on Electrical and Computer Engineering (CCECE2003), Montreal, May 4-7, 2003.

C206.   Li, K., and Zhang, Xiao-Ping, “An image watermarking method integrating with jpeg-2000 still image compression standard,” in Proc. of CCECE2003, Montreal, May 4-7, 2003.

C207.   Chen, Z., and Zhang, Xiao-Ping, “Video sequence processing based on spatiotemporal independent component analysis,” in Proc. of CCECE2003, Montreal, May 4-7, 2003.

C208.   Wang, Y., and Zhang, Xiao-Ping, “Filter bank based interference suppression for fading channels,” in Proc. of CCECE2003, Montreal, May 4-7, 2003.

C209.   Wang, Y., and Zhang, Xiao-Ping, “Design of M-band complex-valued filter banks for multicarrier transmission over multipath wireless channels,” in Proc. of ICASSP 2003, Hong Kong, April 6-11, 2003.

C210.   Zhang, Xiao-Ping and Allison, D. “Iterative deconvolution for automatic basecalling of the DNA electrophoresis time series,” in Proc. of 2002 Workshop on Genomic Signal Processing and Statistics (GENSIPS2002), Raleigh, North Carolina, USA, October 12-13, 2002.

C211.   Zhang, Xiao-Ping, “Multiscale tumor detection and segmentation in mammograms,” in Proc. of 2002 IEEE International Symposium on Biomedical Imaging, Washington D.C., USA, July, 2002.

C212.   Zhang, Xiao-Ping, "Target segmentation and extraction from geographic images based on multiscale analysis," in Proc. of 5th WSES/IEEE World Multiconference on Circuits, Systems, Communications & Computers, Rethymnon, Crete, Greece, July 8-15, 2001.

C213.   Zhang, Xiao-Ping, "Space-scale adaptive noise reduction in images based on thresholding neural network," in Proc. of ICASSP 2001, Salt Lake City, May 7-15, 2001.

C214.   Zhang, Xiao-Ping, and Luo, Z.-Q., "A new time-scale adaptive denoising method based on wavelet shrinkage," in Proc. of ICASSP'99, Phoenix, Arizona, Mar. 15-19, 1999.

C215.   Zhang, Xiao-Ping, et al., "Nonlinear adaptive noise suppression based on wavelet transform," in Proc. of ICASSP'98 (1998 International Conference on Acoustics, Speech, and Signal Processing), Seattle, Washington, May 12-15, 1998.

C216.   Zhang, Xiao-Ping, et al., " Automatic wavelet-based detection of clustered microcalcifications," in Proc. of 17th SOUTHERN BIOMEDICAL ENGINEERING CONFERENCE, San Antonio, TX, Feb. 6-8, 1998.

C217.   Zhang, Xiao-Ping, Desai, M. and Peng, Y.-N., "On the symmetry of orthogonal complex filter banks and wavelets," in Proc. of 31st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2-5, 1997. (Compressed Postscript 45kB)

C218.   Zhang, Xiao-Ping, et al., "Wavelet based automatic thresholding for image segmentation," in Proc. of ICIP'97 (1997 IEEE International Conf. on Image Processing), Santa Barbara, CA, Oct. 26-29, 1997.

C219.   Chen, Z.-Y., Desai, M. and Zhang, Xiao-Ping, "Feedforward neural networks with multilevel hidden neurons for remotely sensed image classification," in Proc. of ICIP'97 (1997 IEEE International Conf. on Image Processing), Santa Barbara, CA, Oct. 26-29, 1997.

C220.   Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "Wavelet detectors for wideband radar signal," in Proc. CIEICR'96 (1996 Chinese Institute of Electronics: International Conference on Radar), Beijing, Oct. 8-10, 1996.

C221.   Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "The design of a kind of chirp-like mother wavelet by neural network," in Proc. ICSP'96 (1996 International Conference on Signal Processing), Beijing, Oct. 14-18, 1996.

C222.   Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "MTD processing based on wavelet transforms," in Proc. of ICNNSP-95 (International Conference on Neural Networks and Signal Processing), Nanjing, Dec. 10-13, 1995.

C223.   Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., "A kind of the optimal wavelet choice by neural network," in Proc. of ICRS'95 (International Conference of Radio Science), Beijing, Aug. 10-12, 1995.

C224.   Zhang, Xiao-Ping, Tian, L.-S. and Peng, Y.-N., “The matched detection of wideband transients using wavelet transform,” in Proc. of NCCAS95 (1995 National Conference on Circuit and System), Weihai, Shandong, China, July 10-13, 1995.

C225.   Zhang, Xiao-Ping, Peng, Y.-N. and Tian, L.-S., "A method for adaptive radar clutter rejection based on Kohonen neural network," in Proc. ISNCR-94 (1994 International Symposium on Noise and Clutter Rejection in Radars and Imaging Sensors), Kawasaki, Japan, Nov. 15-17, 1994.

·      Work in progress on Covid-19:

1.    Wang, Y., Hu, M., Li, Q.,  Zhang, Xiao-Ping, Zhai, G., and Yao, N., “Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner.” [arXiv]