PCANet: A simple deep learning baseline for image classification? TH Chan, K Jia, S Gao, J Lu, Z Zeng, Y Ma IEEE transactions on image processing 24 (12), 5017-5032, 2015 | 1870 | 2015 |
A signal processing perspective on hyperspectral unmixing: Insights from remote sensing WK Ma, JM Bioucas-Dias, TH Chan, N Gillis, P Gader, AJ Plaza, ... IEEE Signal Processing Magazine 31 (1), 67-81, 2013 | 501 | 2013 |
A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing TH Chan, CY Chi, YM Huang, WK Ma IEEE Transactions on Signal Processing 57 (11), 4418-4432, 2009 | 487 | 2009 |
A simplex volume maximization framework for hyperspectral endmember extraction TH Chan, WK Ma, AM Ambikapathi, CY Chi IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4177-4193, 2011 | 263 | 2011 |
Learning by associating ambiguously labeled images Z Zeng, S Xiao, K Jia, TH Chan, S Gao, D Xu, Y Ma Proceedings of the IEEE Conference on computer vision and pattern …, 2013 | 168 | 2013 |
A non-negative sparse promoting algorithm for high resolution hyperspectral imaging E Wycoff, TH Chan, K Jia, WK Ma, Y Ma 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 162 | 2013 |
A convex analysis framework for blind separation of non-negative sources TH Chan, WK Ma, CY Chi, Y Wang IEEE Transactions on Signal Processing 56 (10), 5120-5134, 2008 | 155 | 2008 |
Robust and practical face recognition via structured sparsity K Jia, TH Chan, Y Ma Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012 | 152 | 2012 |
DL-SFA: Deeply-learned slow feature analysis for action recognition L Sun, K Jia, TH Chan, Y Fang, G Wang, S Yan Proceedings of the IEEE conference on computer vision and pattern …, 2014 | 149 | 2014 |
Chance-constrained robust minimum-volume enclosing simplex algorithm for hyperspectral unmixing AM Ambikapathi, TH Chan, WK Ma, CY Chi IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4194-4209, 2011 | 109 | 2011 |
Nonnegative least-correlated component analysis for separation of dependent sources by volume maximization FY Wang, CY Chi, TH Chan, Y Wang IEEE transactions on pattern analysis and machine intelligence 32 (5), 875-888, 2009 | 93 | 2009 |
Semiblind hyperspectral unmixing in the presence of spectral library mismatches X Fu, WK Ma, JM Bioucas-Dias, TH Chan IEEE Transactions on Geoscience and Remote Sensing 54 (9), 5171-5184, 2016 | 92 | 2016 |
Hyperspectral data geometry-based estimation of number of endmembers using p-norm-based pure pixel identification algorithm AM Ambikapathi, TH Chan, CY Chi, K Keizer IEEE Transactions on Geoscience and Remote Sensing 51 (5), 2753-2769, 2012 | 85 | 2012 |
Tissue-specific compartmental analysis for dynamic contrast-enhanced MR imaging of complex tumors L Chen, PL Choyke, TH Chan, CY Chi, G Wang, Y Wang IEEE transactions on medical imaging 30 (12), 2044-2058, 2011 | 81 | 2011 |
Self-dictionary sparse regression for hyperspectral unmixing: Greedy pursuit and pure pixel search are related X Fu, WK Ma, TH Chan, JM Bioucas-Dias IEEE Journal of Selected Topics in Signal Processing 9 (6), 1128-1141, 2015 | 75 | 2015 |
A fast hyperplane-based minimum-volume enclosing simplex algorithm for blind hyperspectral unmixing CH Lin, CY Chi, YH Wang, TH Chan IEEE Transactions on Signal Processing 64 (8), 1946-1961, 2015 | 74 | 2015 |
Sparse illumination learning and transfer for single-sample face recognition with image corruption and misalignment L Zhuang, TH Chan, AY Yang, SS Sastry, Y Ma International Journal of Computer Vision 114, 272-287, 2015 | 56 | 2015 |
ROML: A robust feature correspondence approach for matching objects in a set of images K Jia, TH Chan, Z Zeng, S Gao, G Wang, T Zhang, Y Ma International Journal of Computer Vision 117, 173-197, 2016 | 48 | 2016 |
Finding correspondence from multiple images via sparse and low-rank decomposition Z Zeng, TH Chan, K Jia, D Xu Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012 | 41 | 2012 |
Robust affine set fitting and fast simplex volume max-min for hyperspectral endmember extraction TH Chan, AM Ambikapathi, WK Ma, CY Chi IEEE transactions on geoscience and remote sensing 51 (7), 3982-3997, 2013 | 36 | 2013 |