Publications
Journal
Bo Yang and Ram Nevatia. Multi-Target Tracking by Online Learning a CRF Model of Appearance and Motion Patterns. In International Journal of Computer Vision (IJCV), vol. 107, no. 2, pp. 203-217, Apr. 2014.
Bo Yang, Chang Huang, and Ram Nevatia. Segmentation of Objects in a Detection Window by Nonparametric Inhomogeneous CRFs. In Computer Vision and Image Understanding (CVIU), vol. 115, no. 11, pp. 1473-1482, Nov. 2011.
Tao Mei, Bo Yang, and Xian-Sheng Hua. Contextual Video Recommendation by Multimodal Relevance and User Feedback. In ACM Transactions on Information Systems (TOIS), vol. 29, no. 2, pp. 10:1-10:24, Apr. 2011.
Tao Mei, Bo Yang, Shi-Qiang Yang, and Xian-Sheng Hua. Video collage: presenting a video sequence using a single image. The Visual Computer, vol. 25, no. 1, pp. 39-51, Jan. 2009.
Chao Wang, Li-Feng Sun, Bo Yang, Yi-Ming liu, and Shi-Qiang Yang. Video Enhancement Using Adaptive Spatio-Temporal Connective Filter and Piecewise Mapping. EURASIP Journal on Advances in Signal Processing, vol. 2008.
Conference
Xiaoxu Meng, Weikai Chen, and Bo Yang. NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), Jun. 2023. (project page)
Yu-Tao Liu, Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, and Lin Gao. NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), Jun. 2023. (project page)
Lan Chen, Jie Yang, Hongbo Fu, Xiaoxu Meng, Weikai Chen, Bo Yang, and Lin Gao. IMPLICITPCA: Implicitly-Proxied Parametric Encoding for Collision-Aware Garment Reconstruction. In Proceedings of International Conference on Computational Visual Media (CVM), 2023.
Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, and Lin Gao. HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies. In Proceedings of Neural Information Processing Systems (NeurIPS), 2022.
Weikai Chen, Cheng Lin, Weiyang Li, and Bo Yang. 3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), Jun. 2022.
Jia-Heng Tang, Weikai Chen, Jie Yang, Bo Wang, Songrun Liu, Bo Yang, and Lin Gao. OctField: Hierarchical Implicit Functions for 3D Modeling. In Proceedings of Neural Information Processing Systems (NeurIPS), 2021.
Yu Cheng, Bo Wang, Bo Yang, and Robby T. Tan. Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), Jun. 2021.
Yu Cheng, Bo Wang, Bo Yang, and Robby T. Tan. Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos. In Proceedings of Association for the Advancement of Artificial Intelligence (AAAI), Feb. 2021.
Yu Cheng*, Bo Yang*, Bo Wang*, and Robby T. Tan. 3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training. In Proceedings of Association for the Advancement of Artificial Intelligence (AAAI), New York, USA, Feb. 2020. (* indicates equal contribution)
Yu Cheng*, Bo Yang*, Bo Wang, Wending Yan, and Robby T. Tan. Occlusion-Aware Networks for 3D Human Pose Estimation in Video. In Proceedings of IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, Oct. 2019. (* indicates equal contribution)
Weijun Wang, Ram Nevatia, and Bo Yang. Beyond Pedestrians: A Hybrid Approach of Tracking Multiple Articulating Humans. In IEEE Computer Society's Workshop on Applications of Computer Vision (WACV), Waikoloa Beach, USA, Jan. 2015. (Best Paper Award, Tracking Session)
Bo Yang and Ram Nevatia. Online Learned Discriminative Part-Based Appearance Models for Multi-Human Tracking. In Proceedings of European Conference on Computer Vision (ECCV), Firenze, Italy, Oct. 2012.
Bo Yang and Ram Nevatia. An Online Learned CRF Model for Multi-Target Tracking. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), Providence, USA, Jun. 2012. (Oral presentation)
Bo Yang and Ram Nevatia. Multi-Target Tracking by Online Learning of Non-linear Motion Patterns and Robust Appearance Models. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), Providence, USA, Jun. 2012.
Bo Yang, Chang Huang, and Ram Nevatia. Learning Affinities and Dependencies for Multi-Target Tracking using a CRF Model. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), pp. 1233-1240, Colorado Springs, USA, Jun. 2011.
Bo Yang, Pramod Sharma, and Ram Nevatia. Vehicle Detection from Low Quality Aerial LIDAR Data. In IEEE Computer Society's Workshop on Applications of Computer Vision (WACV), pp. 541-548, Kona, USA, Jan. 2011.
Bo Yang, Chang Huang, and Ram Nevatia. Extensive Articulated Human Detection by Voting Cluster Boosted Tree. In IEEE Computer Society's Workshop on Applications of Computer Vision (WACV), pp. 1-8, Snowbird, USA, Dec. 2009.
Bo Yang, Tao Mei, Li-Feng Sun, Shi-Qiang Yang, and Xian-Sheng Hua. Free-Shaped Video Collage. In Proceedings of IEEE International Multimedia Modeling Conference (MMM), pp. 175-185, Tokyo, Japan, Jan. 2008.
Lu Liu, Yong Rui, Li-Feng Sun, Bo Yang, Jianwei Zhang, and Shi-Qiang Yang. Topic Mining on Web-Shared Videos. In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 2145-2148, Las Vegas, Nevada, U.S.A., Mar. 2008.
Xueliang Liu, Tao Mei, Xian-Sheng Hua, Bo Yang, and He-Qin Zhou. Video Collage. In Proceedings of ACM Multimedia (MM), pp. 461-462, Augsburg, Bavaria, Germany, Sep. 2007, Demo Session. (Best Demo Award)
Bo Yang, Tao Mei, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, and Mingjing Li. Online Video Recommendation Based on Multimodal Fusion and Relevance Feedback. In Proceedings of ACM International Conference on Image and Video Retrieval (CIVR), pp. 73-80, Amsterdam, Netherland, Jul. 2007.
Tao Mei, Bo Yang, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, and Shipeng Li. VideoReach: An Online Video Recommendation System. In Proceedings of ACM SIGIR, pp. 767-768, Amsterdam, Netherland, Jul. 2007, Poster Session.
Jia Liu, Xiaofeng Tong, Wenlong Li, Tao Wang, Yimin Zhang, Hongqi Wang, Bo Yang, Lifeng Sun, Shiqiang Yang. Automatic Player Detection, Labeling and Tracking in Broadcast Soccer Video. In Proceedings of the British Machine Vision Conference (BMVC), pp. 103-113, University of Warwick, UK. 2007.
Xiaofeng Tong, Tao Wang, Wenlong Li, Yimin Zhang, Bo Yang, Fei Wang, Lifeng Sun, and Shiqiang Yang. A Three-Level Scheme for Real-Time Ball Tracking. In Proceedings of International Workshop on Multimedia Content Analysis and Mining (MCAM), pp. 161-171, Weihai, China, Jun. 2007.
Bo Yang, Lifeng Sun, Fei Wang, Peng Wang, and Shi-Qiang Yang. Mid-Level Descriptors Extraction of Soccer Video with Domain Knowledge. In Proceedings of IEEE International Conference on System, Man, and Cybernetics (ICSMC), pp. 4937-4941, Taiwan, Oct. 2006.
Fei Wang, Lifeng Sun, Bo Yang, and Shi-Qiang Yang. Fast Arc Detection Algorithm for Play Field Registration in Soccer Video Mining. In Proceedings of IEEE International Conference on System, Man, and Cybernetics (ICSMC), pp. 4932-4936, Taiwan, Oct. 2006.