Tsung-Han Chan

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 12

Top Topics

Hyperspectral Data

Greedy Algorithms

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Comput. Vis.

Publications

Chien-Sheng Huang, Hsin-Feng Miao, Ze-Lin Lian, Tsung-Han Chan, Jenn-Kaie Lain
The smart humidity detection using the interdigitated IGZO thin film. ICCE-TW (2022)
Xiao Fu, Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Kui Jia, Tsung-Han Chan, Zinan Zeng, Shenghua Gao, Gang Wang, Tianzhu Zhang, Yi Ma
ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images. Int. J. Comput. Vis. 117 (2) (2016)
Shenghua Gao, Zinan Zeng, Kui Jia, Tsung-Han Chan, Jinhui Tang
Patch-Set-Based Representation for Alignment-Free Image Set Classification. IEEE Trans. Circuits Syst. Video Technol. 26 (9) (2016)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Chia-Hsiang Lin, Fei-Shih Yang, Chong-Yung Chi, Yue Wang
Convex-Optimization-Based Compartmental Pharmacokinetic Analysis for Prostate Tumor Characterization Using DCE-MRI. IEEE Trans. Biomed. Eng. 63 (4) (2016)
Chia-Hsiang Lin, Chong-Yung Chi, Yu-Hsiang Wang, Tsung-Han Chan
A Fast Hyperplane-Based Minimum-Volume Enclosing Simplex Algorithm for Blind Hyperspectral Unmixing. IEEE Trans. Signal Process. 64 (8) (2016)
Chia-Hsiang Lin, Chong-Yung Chi, Yu-Hsiang Wang, Tsung-Han Chan
A Fast Hyperplane-Based Minimum-Volume Enclosing Simplex Algorithm for Blind Hyperspectral Unmixing. CoRR (2015)
Yuting Zhang, Kui Jia, Yueming Wang, Gang Pan, Tsung-Han Chan, Yi Ma
Robust Face Recognition by Constrained Part-based Alignment. CoRR (2015)
Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma
Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment. Int. J. Comput. Vis. 114 (2-3) (2015)
Chia-Hsiang Lin, Chong-Yung Chi, Yu-Hsiang Wang, Tsung-Han Chan
A fast hyperplane-based MVES algorithm for hyperspectral unmixing. ICASSP (2015)
Tsung-Han Chan, Kui Jia, Shenghua Gao, Jiwen Lu, Zinan Zeng, Yi Ma
PCANet: A Simple Deep Learning Baseline for Image Classification? IEEE Trans. Image Process. 24 (12) (2015)
Lin Sun, Kui Jia, Tsung-Han Chan, Yuqiang Fang, Gang Wang, Shuicheng Yan
DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition. CVPR (2014)
Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan, Nicolas Gillis, Paul D. Gader, Antonio J. Plaza, Arul-Murugan Ambikapathi, Chong-Yung Chi
A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. IEEE Signal Process. Mag. 31 (1) (2014)
Xiao Fu, Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan
A robust subspace method for semiblind dictionary-aided hyperspectral unmixing. WHISPERS (2014)
Ye Ai, Weifeng Li, Tsung-Han Chan, Qingmin Liao
Removal of bleed-through effect via nonnegative least-correlation. ICASSP (2014)
Kui Jia, Tsung-Han Chan, Zinan Zeng, Gang Wang, Tianzhu Zhang, Yi Ma
ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images. CoRR (2014)
Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related. CoRR (2014)
Tsung-Han Chan, Kui Jia, Shenghua Gao, Jiwen Lu, Zinan Zeng, Yi Ma
PCANet: A Simple Deep Learning Baseline for Image Classification? CoRR (2014)
Tsung-Han Chan, Kui Jia, Eliot Wycoff, Yi Ma
MMSE Design of Time and Color Multiplexing Codes. IEEE Trans. Signal Process. 62 (5) (2014)
Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma
Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment. CoRR (2014)
Zinan Zeng, Shijie Xiao, Kui Jia, Tsung-Han Chan, Shenghua Gao, Dong Xu, Yi Ma
Learning by Associating Ambiguously Labeled Images. CVPR (2013)
Tsung-Han Chan, Arul-Murugan Ambikapathi, Wing-Kin Ma, Chong-Yung Chi
Robust Affine Set Fitting and Fast Simplex Volume Max-Min for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 51 (7-1) (2013)
Xiao Fu, Wing-Kin Ma, Tsung-Han Chan, José M. Bioucas-Dias, Marian-Daniel Iordache
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint. EUSIPCO (2013)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Chia-Hsiang Lin, Chong-Yung Chi
Convex geometry based outlier-insensitive estimation of number of endmembers in hyperspectral images. WHISPERS (2013)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Chong-Yung Chi, Kannan Keizer
Hyperspectral Data Geometry-Based Estimation of Number of Endmembers Using p -Norm-Based Pure Pixel Identification Algorithm. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Eliot Wycoff, Tsung-Han Chan, Kui Jia, Wing-Kin Ma, Yi Ma
A non-negative sparse promoting algorithm for high resolution hyperspectral imaging. ICASSP (2013)
Ka-Kit Lee, Wing-Kin Ma, Xiao Fu, Tsung-Han Chan, Chong-Yung Chi
A Khatri-Rao subspace approach to blind identification of mixtures of quasi-stationary sources. Signal Process. 93 (12) (2013)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Chong-Yung Chi
Convex geometry based estimation of number of endmembers in hyperspectral images. ICASSP (2012)
Hao-En Huang, Tsung-Han Chan, Arul-Murugan Ambikapathi, Wing-Kin Ma, Chong-Yung Chi
Outlier-robust dimension reduction and its impact on hyperspectral endmember extraction. WHISPERS (2012)
Kui Jia, Tsung-Han Chan, Yi Ma
Robust and Practical Face Recognition via Structured Sparsity. ECCV (4) (2012)
Tsung-Han Chan, Ji-Yuan Liou, Arul-Murugan Ambikapathi, Wing-Kin Ma, Chong-Yung Chi
Fast algorithms for robust hyperspectral endmember extraction based on worst-case simplex volume maximization. ICASSP (2012)
Tsung-Han Chan, Kui Jia, Eliot Wycoff, Chong-Yung Chi, Yi Ma
Towards Optimal Design of Time and Color Multiplexing Codes. ECCV (6) (2012)
Zinan Zeng, Tsung-Han Chan, Kui Jia, Dong Xu
Finding Correspondence from Multiple Images via Sparse and Low-Rank Decomposition. ECCV (5) (2012)
Yu-Shiuan Shen, Tsung-Han Chan, Sébastien Bourguignon, Chong-Yung Chi
Spatial-spectral unmixing of hyperspectral data for detection and analysis of astrophysical sourceswith the muse instrument. WHISPERS (2012)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Kannan Keizer, Fei-Shih Yang, Chong-Yung Chi
An nBSS algorithm for pharmacokinetic analysis of prostate cancer using DCE-MR images. ISBI (2012)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi
Chance-Constrained Robust Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Tsung-Han Chan, Wing-Kin Ma, Arul-Murugan Ambikapathi, Chong-Yung Chi
A Simplex Volume Maximization Framework for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Ka-Kit Lee, Wing-Kin Ma, Yi-Lin Chiou, Tsung-Han Chan, Chong-Yung Chi
Blind identification of mixtures of quasi-stationary sources using a khatri-rao subspace approach. ACSCC (2011)
Li Chen, Peter L. Choyke, Tsung-Han Chan, Chong-Yung Chi, Ge Wang, Yue Joseph Wang
Tissue-Specific Compartmental Analysis for Dynamic Contrast-Enhanced MR Imaging of Complex Tumors. IEEE Trans. Medical Imaging 30 (12) (2011)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Chong-Yung Chi, Kannan Keizer
Two effective and computationally efficient pure-pixel based algorithms for hyperspectral endmember extraction. ICASSP (2011)
Tsung-Han Chan, Wing-Kin Ma, Arul-Murugan Ambikapathi, Chong-Yung Chi
Robust endmember extraction using worst-case simplex volume maximization. WHISPERS (2011)
Li Chen, Tsung-Han Chan, Peter L. Choyke, Elizabeth M. C. Hillman, Chong-Yung Chi, Zaver M. Bhujwalla, Ge Wang, Sean S. Wang, Zsolt Szabo, Yue Joseph Wang
dynamic contrast-enhanced imaging of complex tissues. Bioinform. 27 (18) (2011)
Tsung-Han Chan, Chang-Jin Song, Arul-Murugan Ambikapathi, Chong-Yung Chi, Wing-Kin Ma
Fast alternating volume maximization algorithm for blind separation of non-negative sources. MLSP (2011)
Tsung-Han Chan, Wing-Kin Ma, Arul-Murugan Ambikapathi, Chong-Yung Chi
An optimization perspective onwinter's endmember extraction belief. IGARSS (2011)
Fa-Yu Wang, Chong-Yung Chi, Tsung-Han Chan, Yue Joseph Wang
Nonnegative Least-Correlated Component Analysis for Separation of Dependent Sources by Volume Maximization. IEEE Trans. Pattern Anal. Mach. Intell. 32 (5) (2010)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi
A robust alternating volume maximization algorithm for endmember extraction in hyperspectral images. WHISPERS (2010)
Arul-Murugan Ambikapathi, Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi
A robust minimum volume enclosing simplex algorithm for hyperspectral unmixing. ICASSP (2010)
Tsung-Han Chan, Chong-Yung Chi, Yu-Min Huang, Wing-Kin Ma
Convex analysis based minimum-volume enclosing simplex algorithm for hyperspectral unmixing. ICASSP (2009)
Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi, A. ArulMurugan
Hyperspectral unmixing from a convex analysis and optimization perspective. WHISPERS (2009)
Tsung-Han Chan, Chong-Yung Chi, Yu-Min Huang, Wing-Kin Ma
A convex analysis-based minimum-volume enclosing simplex algorithm for hyperspectral unmixing. IEEE Trans. Signal Process. 57 (11) (2009)
Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi, Yue Joseph Wang
A Convex Analysis Framework for Blind Separation of Non-Negative Sources. IEEE Trans. Signal Process. 56 (10-2) (2008)
Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi, Yue Joseph Wang
Blind separation of non-negative sources by convex analysis: Effective method using linear programming. ICASSP (2008)
Li Chen, Tsung-Han Chan, Peter L. Choyke, Chong-Yung Chi, Ge Wang, Yue Joseph Wang
Convex analysis and separation of composite signals in DCE-MRI. ISBI (2008)
Tsung-Han Chan, Wing-Kin Ma, Chong-Yung Chi, Yue Wang
A Convex Analysis Based Criterion for Blind Separation of Non-Negative Sources. ICASSP (3) (2007)
Fa-Yu Wang, Yue Joseph Wang, Tsung-Han Chan, Chong-Yung Chi
Blind Separation of Multichannel Biomedical Image Patterns by Non-negative Least-Correlated Component Analysis. PRIB (2006)