Research Areas

Image Processing, Data Mining, Clustering, Manifold Learning

Publications

[1] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Fujiao Ju, Baocai Yin. Learning Adaptive Neighborhood Graph on Grassmann Manifolds for Video/Image-Set Subspace Clustering. IEEE Transactions on Multimedia, 2020.

[2] Boyue Wang, Yongli Hu, Junbin Gao, Muhammad Ali, David Tien, Yanfeng Sun, Baocai Yin. Low Rank Representation on SPD Matrices with Log-Euclidean Metric. Pattern Recognition, 2018.

[3] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Localized LRR on Grassmann Manifold: An Extrinsic View. IEEE Transactions on Circuits and Systems for Video Technology, 2018.

[4] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Partial Sum Minimization of Singular Values Representation on Grassmann Manifold. ACM Transactions on Knowledge Discovery from Data, 2018.

[5] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Laplacian LRR on Product Grassmann Manifolds for Human Activity Clustering in Multi-camera Video Surveillance. IEEE Transactions on Circuits and Systems for Video Technology, 2017.

[6] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Product Grassmann Manifold Representation and its LRR Models. In American Association for Artificial Intelligence (AAAI), 2016. (CCF-A)

[7] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Muhammad Ali, Haoran Chen and Baocai Yin. Locality Preserving Projections for Grassmann Manifolds. In International Joint Conference on Artificial Intelligence (IJCAI), 2017. (CCF-A)

[8] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun and Baocai Yin. Cascaded Low Rank and Sparse Representation on Grassmann Manifolds. In International Joint Conference on Artificial Intelligence (IJCAI), 2018. (CCF-A)

[9] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Low rank representation on Grassmann manifolds. In Asian Conference on Computer Vision (ACCV), 2014. (CCF-C)

Personal Statement

Boyue Wang received the Ph.D. degree from the Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology.

He has presided over National Science Fund of China (NSFC) for Young Scholars, Beijing Scientific Research Projects for Young Scholars and other funding projects.

His homepage could be found at: https://sites.google.com/site/boyuewang/