研究领域

1.机器学习； 2.图像识别与计算机视觉； 3.遥感与医学影像分析

近期论文

Xiaobo Shen, Weiwei Liu, Ivor Tsang, Quan-Sen Sun, Yew-Soon Ong, Multi-label Prediction via Cross-view Search, IEEE Transactions on Neural Networks and Learning Systems, 2018,29(9)：4324-4338（SCI, JCR1，CCF B类，IF:6.108）
Tao Wang, Jian Yang, Zexuan Ji,Quansen Sun, Probabilistic Diffusion for Interactive Image Segmentation, IEEE Transactions on Image Processing,2019,28(1) （SCI, JCR1，CCF A类，IF:5.071）
Xiaobo Shen, Shirui Pan, Weiwei Liu, Quansen Sun, Yew-Soon Ong, Discrete Network Embedding, in Proceedings of International Joint Conference on Artificial Intelligence, 2018.（CCF A类，人工智能顶级会议）
Xiaobo Shen, Weiwei Liu, Ivor Tsang, Quansen Sun, Yew-Soon Ong, Compact Multi-label Prediction, in Proceedings of AAAI Conference on Artificial Intelligence, 2018.（CCF A类，人工智能顶级会议）
Tao Wang, Zexuan Ji, Quansen Sun, Qiang Chen, Qi Ge, Jian Yang:Diffusive likelihood for interactive image segmentation. Pattern Recognition,2018,79: 440-451. （SCI, JCR2，CCF B类, IF:4.582）
Tao Wang, Jian Yang, Quansen Sun, Zexuan Ji, Peng Fu, Qi Ge.Global graph diffusion for interactive object extraction. Information Sciences,2018, 460-461: 103-114. （SCI, JCR1，CCF B类, IF:4.832）
Xiaobo Shen, Fumin Shen, Quansen Sun, Li Liu, Yun-Hao Yuan, Weiwei Liu, Multi-view Discrete Hashing for Scalable Multimedia Search, ACM Transactions on Intelligent Systems and Technology,2018,9(5):53:1-53:21（SCI, JCR3，IF:3.190）
Xizhan Gao, Quansen Sun, Haitao Xu, Yanmeng Li. 2D-LPCCA and 2D-SPCCA: Two new canonical correlation methods for feature extraction, fusion and recognition. Neurocomputing, 2018,284:148-159. （SCI, JCR2, IF:3.241）
Menglan Xie,Zexuan Ji,Guoqing Zhang,Tao Wang,Quansen Sun.Mutually Exclusive-KSVD: Learning a Discriminative Dictionary for Hyperspectral Image Classification. Neurocomputing, 2018, 315: 177-189. （SCI, JCR2, IF:3.24）
Xiaobo Shen, Yun-Hao Yuan, Fumin Shen, Yang Xu, Quansen Sun, A Novel Multi-view Dimensionality Reduction and Recognition Framework with Applications to Face Recognition, Journal of Visual Communication and Image Representation,2018, 53：161-170. （SCI, JCR3， IF:2.164）
Jing Yang,Quan-Sen Sun,Yun-Hao Yuan. Feature Extraction Using Fractional-Order Embedding Direct Linear Discriminant Analysis, Neural Process Lett.,2018, 48:1583–1595. （SCI, JCR3）
Guoqing Zhang, Huaijiang Sun, Fatih Porikli, Yazhou Liu, Quansen Sun, Optimal Couple Projections for Domain Adaptive Sparse Representation-based Classification, IEEE transactions on Image Processing, 2017, 26 (12): 5922-5935.
Bosi Yu, Yazhou Liu, Quansen Sun, A Content-adaptive Sparse Reconstruction Method for Abnormal Events Detection with Low-rank Property, IEEE Transactions on Systems, Man and Cybernetics: Systems, 2017.4.4, 47(4): 704-716.（SCI, JCR1，CCF B类，IF:5.135）
Xiaobo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen, Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval, IEEE Transactions on Cybernetics, 47 (2017), 4275-4288.（SCI, JCR1，CCF B类，IF:7.384）