RPCA Tensor (33 papers)
Y. Dai, Y. Wu, Y. Song, “Infrared small target and background separation via column-wise weighted robust principal component analysis”, Infrared Physics and Technology, Volume 77, pages 421-430, 2016.
Y. Dai, Y. Wu, Y. Song, J. Guo, “Non-negative infrared patchimage model: Robust target-background separation via partial sum minimization of singular values", Infrared Physics and Technology, Volume 81, pages 182–194, 2017
Y. Dai, Y. Wu, “Reweighted Infrared Patch-Tensor Model with Both Non-Local and Local Priors for Single-Frame Small Target Detection”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, pages 3752-3767, 2017.
J. Guo, Y. Wu, Y. Dai, “Small target detection based on reweighted infrared patch-image model", IET Image Processing, Volume 12, No. 1, pages 70-79, 2018.
L. Zhang, Z. Peng, "Infrared Small Target Detection Based on Partial Sum of the Tensor Nuclear Norm", MDPI Remote Sensing, 2019.
X. Guan, L. Zhang, S. Huang, Z. Peng, "Infrared Small Target Detection via Non-Convex Tensor Rank Surrogate Joint Local Contrast Energy", MDPI Remote Sensing, 2020.
Y. Sun, J. Yang, Y. Long, Z. Shang, W. An, “Infrared patch-tensor model with weighted tensor nuclear norm for small target detection in a single frame", IEEE Access, Volume 6, pages 76140-76152, 2018.
Y. Sun, J. Yang, M. Li, W. An, “Infrared small target detection via spatial-temporal infrared patch-tensor model and weighted schatten p-norm minimization", Infrared Physics and Technology, Volume 102, page 103050, 2019.
J. Dong, T. Shan, D. Pang, "Infrared Small Target Detection Based on Facet Model and Structure Tensor", IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2020, pages 1246-1250, Chongqing, China, 2020.
D. Pang, T. Shan, W. Li, P. Ma, R. Tao, and Y. Ma, “Facet derivativebased multidirectional edge awareness and spatial-temporal tensor model for infrared small target detection", IEEE Transactions on Geoscience and Remote Sensing, pages 1–15, 2021.
D. Pang, P. Ma, T. Shan, W. Li, R. Tao, Y. Ma, "STTM-SFR: Spatial-Temporal Tensor Modeling with Saliency Filter Regularization for Infrared Small Target Detection", IEEE Transactions on Geoscience and Remote Sensing, 2022.
R. Li, D. Yao, Y. Qiu, F. Bu, L. Wang, "Infrared Patch-tensor Model with A New Tensor Nuclear Norm for Small Target Detection in the Ground Background", IEEE International Conference on Information Technology,Big Data and Artificial Intelligence, ICIBA 2020, Chongqing, China, 2020.
P. Zhang, L. Zhang, X. Wang, F. Shen, T. Pu, C. Fei, "Edge and Corner Awareness-Based Spatial-Temporal Tensor Model for Infrared Small-Target Detection", IEEE Transactions on Geoscience and Remote Sensing, 2020.
H. Liu, L. Zhang, H. Huang, “Small target detection in infrared videos based on spatio-temporal tensor model", IEEE Transactions on Geoscience and Remote Sensing, pages 1–12, 2020.
L. Deng, J. Song, G. Xu, H. Zhu, "When Infrared Small Target Detection Meets Tensor Ring Decomposition: A Multiscale Morphological Framework", IEEE Transactions on Aerospace and Electronic Systems, 2021.
M. Zhao, W. Li, L. Li, P. Ma, Z. Cai, R. Tao, “Three-order tensor creation and tucker decomposition for infrared small-target detection, IEEE Transactions on Geoscience and Remote Sensing, pages 1–16, 2021.
X. Kong, C. Yang, S. Cao, C. Li, Z. Peng, “Infrared small target detection via nonconvex tensor fibered rank approximation", IEEE Transactions on Geoscience and Remote Sensing, pages 1–21, 2021.
F. Zhou, Y. Wu, Y. Dai, “Infrared small target detection via incorporating spatial structural prior into intrinsic tensor sparsity regularization", Digital Signal Processing, Volume 111, No. 5, page 102966, 2021.
Z. Cao, X. Kong, T. Zang, Q. Zhu, S. Cao, Z. Peng, ”Infrared dim target detection via mode-k1k2 extension tensor tubal rank under complex ocean environment”, ISPRS Journal of Photogrammetry and Remote Sensing, Volume 181, pages 167-190, December 2021.
G. Wang, B. Tao, X. Kong, Z. Peng, “Infrared small target detection using nonoverlapping patch spatial-temporal tensor factorization with capped nuclear norm regularization", IEEE Transactions on Geoscience and Remote Sensing, Volume 60, pages 1–17, 2022.
T. Liu, J. Yang, B. Li, C. Xiao, Y. Sun, Y. Wang, W. An, “Nonconvex tensor low-rank approximation for infrared small target detection", IEEE Transactions on Geoscience and Remote Sensing, Volume 60, pages 1-18, 2022.
L. Deng, J. Song, G. Xu, H. Zhu, “When Infrared Small Target Detection Meets Tensor Ring Decomposition: A Multiscale Morphological Framework", IEEE Transactions on Aerospace and Electronic Systems, Volume 58, No. 4, pages 3162–3176, 2022.
H. Yi, C. Yang, R. Qie, J. Liao, F. Wu, T. Pu, Z. Peng, ”Spatial-Temporal Tensor Ring Norm Regularization for Infrared Small Target Detection", IEEE Geoscience and Remote Sensing Letters, Volume 20, pages 1-5, 2023.
F. Wu, H. Yu, A. Liu, J. Luo, Z. Peng, "Infrared Small Target Detection using Spatio-Temporal 4D Tensor Train and Ring Unfolding", IEEE Transactions on Geoscience and Remote Sensing, 2023.
F. Yan, G. Xu, J. Wang, Q. Wu, Z. Wang, "Infrared Small Target Detection via Schatten Capped pNorm-Based Non-Convex Tensor Low-Rank Approximation”, IEEE Geoscience and Remote Sensing Letters, Volume 20, pages 1-5, 2023.
Y. Luo, X. Li, Y. Yan, C. Xia, "Spatial-Temporal Tensor Representation Learning with Priors for Infrared Small Target Detection”, IEEE Transactions on Aerospace and Electronic Systems, Volume 59, No. 6, pages 9598-9620, December 2023.
T. Liu, J. Yang, B. Li, Y. Wang and W. An, "Infrared Small Target Detection via Nonconvex Tensor Tucker Decomposition with Factor Prior," in IEEE Transactions on Geoscience and Remote Sensing, Volume 61, pages 1-17, 2023.
Z. Zhang, C. Ding, Z. Gao, C. Xie, “ANLPT: Self-Adaptive and Non-Local Patch-Tensor Model for Infrared Small Target Detection”, MDPI Remote Sensing, 2023.
C. Liu, H. Wang, "Research on Infrared Dim and Small Target Detection Algorithm based on Low-Rank Tensor Recovery, IEEE Journal of Systems Engineering and Electronics, Volume 34, No. 4, pages 861-872, 2023.
A. Aliha, Y. Liu, Y. Ma, Y. Hu, Z. Pan, G. Zhou, “A Spatial–Temporal Block-Matching Patch-Tensor Model for Infrared Small Moving Target Detection in Complex Scenes”, MDPI Remote Sensing, 2023.
C. Nie, H. Wang, L. Zhao, “Adaptive tensor networks decomposition for high-order tensor recovery and compression”, Information Sciences, 2023
K. Wang, D. Jiang, L. Yun, X. Liu, “Infrared Small and Moving Target Detection on Account of the Minimization of Non-Convex Spatial-Temporal Tensor Low-Rank Approximation under the Complex Background”, MDPI Applied Sciences, 2023.
Robust Tensor Completion (1 paper)
H. Zhu, S. Liu, L. Deng, Y. Li, F. Xiao, "Infrared small target detection via low-rank tensor completion with top-hat regularization", IEEE Transactions on Geoscience and Remote Sensing, pages 1004-1016, 2020.