Xiao-Bo Shen

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 13

Top Topics

Canonical Correlation Analysis

Dimensionality Reduction

Image Recognition

Top Venues

IEEE Trans. Cybern.

Publications

Yunhao Yuan, Zhao Zhang, Yun Li, Ji-Peng Qiang, Bin Li, Xiao-Bo Shen
Learning Parallel Canonical Correlations for Scale-Adaptive Low Resolution Face Recognition. ICPR (2018)
Zhao Zhang, Yunhao Yuan, Xiao-Bo Shen, Yun Li
Low Resolution Face Recognition and Reconstruction Via Deep Canonical Correlation Analysis. ICASSP (2018)
Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen
Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. IEEE Trans. Cybern. 47 (12) (2017)
Weiwei Liu, Xiao-Bo Shen, Ivor W. Tsang
Sparse Embedded k-Means Clustering. NIPS (2017)
Yunhao Yuan, Yun Li, Xiao-Bo Shen, Quan-Sen Sun, Jinlong Yang
Laplacian multiset canonical correlations for multiview feature extraction and image recognition. Multim. Tools Appl. 76 (1) (2017)
Jing Chai, Weiwei Liu, Ivor W. Tsang, Xiao-Bo Shen
Compact Multiple-Instance Learning. CIKM (2017)
Xiao-Bo Shen, Weiwei Liu, Ivor W. Tsang, Fumin Shen, Quan-Sen Sun
Compressed K-Means for Large-Scale Clustering. AAAI (2017)
Yunhao Yuan, Qiang Lv, Yun Li, Bin Li, Hongkun Ji, Xiao-Bo Shen
Fractional discriminative multiview correlation projection for face feature fusion. FUSION (2017)
Yunhao Yuan, Yun Li, Hongkun Ji, Chong-Guang Ren, Xiao-Bo Shen, Quan-Sen Sun
Semi-discriminative Multiview Canonical Correlation Analysis for Recognition. IDEAL (2016)
Xiao-Bo Shen, Quan-Sen Sun, Yunhao Yuan
Semi-paired hashing for cross-view retrieval. Neurocomputing 213 (2016)
Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen
Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 23 (6) (2016)
Yunhao Yuan, Yun Li, Xiao-Bo Shen, Chong-Guang Ren, Chao-Fei Li
Fractional-Order Multiview Discriminant Analysis. IDEAL (2016)
Yunhao Yuan, Yun Li, Jianjun Liu, Chaofeng Li, Xiao-Bo Shen, Guoqing Zhang, Quan-Sen Sun
Learning multi-kernel multi-view canonical correlations for image recognition. Comput. Vis. Media 2 (2) (2016)
Yunhao Yuan, Xiao-Bo Shen, Zhiyong Xiao, Jinlong Yang, Hong-Wei Ge, Quan-Sen Sun
Multiview Correlation Feature Learning with Multiple Kernels. IScIDE (2) (2015)
Xiao-Bo Shen, Quan-Sen Sun
Orthogonal Multiset Canonical Correlation Analysis based on Fractional-Order and Its Application in Multiple Feature Extraction and Recognition. Neural Process. Lett. 42 (2) (2015)
Yunhao Yuan, Jinlong Yang, Xiao-Bo Shen, Chaofeng Li, Xiaojun Wu
Discriminative Scatter Regularized CCA for Multiview Image Feature Learning and Recognition. CCBR (2015)
Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan
Multi-view Latent Hashing for Efficient Multimedia Search. ACM Multimedia (2015)
Hongkun Ji, Xiao-Bo Shen, Quan-Sen Sun, Zexuan Ji
Sparse Discrimination based Multiset Canonical Correlation Analysis for Multi-Feature Fusion and Recognition. BMVC (2015)
Xiao-Bo Shen, Quan-Sen Sun, Yunhao Yuan
A unified multiset canonical correlation analysis framework based on graph embedding for multiple feature extraction. Neurocomputing 148 (2015)
Xiao-Bo Shen, Quan-Sen Sun
A novel semi-supervised canonical correlation analysis and extensions for multi-view dimensionality reduction. J. Vis. Commun. Image Represent. 25 (8) (2014)
Xiao-Bo Shen, Quan-Sen Sun, Yunhao Yuan
Orthogonal canonical correlation analysis and its application in feature fusion. FUSION (2013)