About
Professor Chang received his Ph.D. in EE from University of Maryland, College Park and a Fellow of IEEE and SPIE. He is an author of three books and also editors or co-editors three books.
Research interests
Remote sensing image processing, medical imaging
Teaching interests
Communications and signal/image processing.
Education
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Ph D, Electrical Engineering
— University of Maryland (1987)
A Generalized Minimax Approach to Statistical Decision Problems with Applications to Rate-Distortion Theory
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MS, Electrical Engineering
— University of Illinois (1982)
Memory Length Effects in the Detection of Discrete-Time Signals in Stationary Gaussian Noise
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MS, Theoretical Computer Science
— University of Illinois (1982)
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MA, Mathematics
— State University of New York (1977)
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MS, Mathematics
— National Tsing Hua University (1975)
Asymptotic Distribution in Zg and Independence of Sequence of Zg
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BS, Mathematics
— Soochow University (1973)
Publications
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Class feature weighted hyperspectral image classification 2019
IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing · 12 (12) · pp. 4728-4745
Shengwei Zhong, Chein-i Chang, Jaiojiao Li, Xiaodi Shang, Meiping Song, Ye Zhang
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Iterative edge preserving filtering approach to hyperspectral image classification 2019
IEEE Geoscience and Remote Sensing Letters · 16 (1) · pp. 90-94
Shengwei Zhong, Chein-i Chang, Ye Zhang
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Spectral-spatial feedback close network system for hyperspectral image classification 2019
IEEE Trans. on Geoscience and Remote Sensing · 57 (12) · pp. 10056-10069
Shengwei Zhong, Chein-i Chang, Ye Zhang
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Real-Time Progressive Hyperspectral Image Processing: Endmember Finding and Anomaly Detection 2017
Springer · pp. 623 pages
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Hyperspectral imaging of retinal microvascular anatomy 2016
Journal of Biomedical Engineering and Informatics · 2 (1) · pp. pp. 139-150
A.H. Kashani, Mark Wong, N. Koulisis, Chein-I Chang, G.I. Martin, M.S. Humayun
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Progressive band processing of orthogonal subspace projection 2016
IEEE Geoscience and Remote Sensing Letters · 13 (1) · pp. pp. 3-7
Hsiao-Chi Chang, Chein-I Chang, Meiping Song
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A theory of recuresive orthogonal subspace projection for hyperspectral imaging 2015
IEEE Trans. on Geoscience and Remote Sensing · 53 (6) · pp. pp. 3055-3072
Meiping Song, Chein-I Chang
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Finding virtual signatures for linear spectral unmixing 2015
IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing · 8 (6) · pp. pp. 2704-2719
Meiping Song, Shih-Yu Chen, Hsiao-Chi Li, Hsian-Min Chen, Chi-Chang Clayton Chen, Chein-I Chang
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Effects of atmospheric correction and pansharpening on LULC classification accuracy using WorldView-6 imagery 2015
Information Processing in Agriculture · 2 (1) · pp. pp. 25-36
Chinsu Lin, Chao-Cheng Wu, K. Tsogt, Yen-Chieh Ouyang, Chein-I Chang
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Classification of tree species in overstorey canopy of subtropical forest using QuickBird image 2015
PLoS ONE · 10 (5) · pp. e0125554
Chinsu Lin, S. Popescu, G. Thomson, K. Tsogt, Chein-I Chang
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Magnetic resonance brain tissue classification and volume calculation 2015
J. Chinese Institute of Engineers · 38 (8)
Y.C. Chiou, Chi-Chang Clayton Chen, Shih-Yu Chen, Hsian-Min Chen, Jyh-Wen Chai, Yen-Chieh Ouyang, Chein-I Chang
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Recursive automatic target generation process for unsupervised hyperspectral target detection 2014
2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Cheng Gao, Chein-i Chang
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Real time causal processing of anomaly detection in hyperspectral imagery 2014
IEEE Trans. on Aerospace and Electronics Systems · 50 (2) · pp. 1511-1534
Shih-Yu Chen, Yulei Wang, Chao-Cheng Wu, Chunhong Liu, Chein-i Chang
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A comparative analysis among ATGP, VCA and SGA for finding endmembers in hyperspectral imagery
IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing · 9 (9) · pp. 4280-4306
Chein-I Chang, Shih-Yu Chen, Hsiao-Chi Li, Chia-Hsien Wen
Presentations
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An information theoretical approach to multiple band selection for hyperspectral imagery 2016
2016 IEEE Geoscience and Remote Sensing Symposium · IEEE · Poster
Li-Chien Lee (Author & Presenter), Chein--I Chang
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Constrained multiple band selection for hyperspectral imagery 2016
2016 IEEE Geoscience and Remote Sensing Symposium · IEEE · Poster
Hsiao-Chi Li (Author & Presenter), Lin Wang, Chein-I Chang
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Geometric simplex growing algorithm for finding endmembers in hyperspectral imagery 2016
2016 IEEE Geoscience and Remote Sensing Symposium · IEEE · Oral Presentation
Hsiao-Chi Li (Author & Presenter), Chein--I Chang
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Geometric convex cone volume analysis 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Hsiao-Chi Li (Author & Presenter), Chein--I Chang
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Hyperspectral analysis approach to prioritizing vital sign signals for Medical Data 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Li-Chien Lee (Author & Presenter), Cheng Gao (Author), Chein-I Chang
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Hyperspectral band selection using compressive sensing 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Bernard Lampe (Author & Presenter), Chein--I Chang
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Lesion detection in magnetic resonance brain images by hyperspectral imaging algorithms 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Bai Xue (Author & Presenter), L Wang, Hsiao-Chi Li (Author), Chein-I Chang
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Progressive anomaly detection in medical data using vital sign signals 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Cheng Gao (Author & Presenter), Li-Chien Lee (Author), Chein-I Chang
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Progressive band processing of fast iterative pixel purity index 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Yao Li (Author & Presenter), Chei Chang
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Unsupervised hyperspectral unmixing using compressive sensing 2016
Remotely Sensed Data Compression, Communications, and Processing XII · SPIE · Oral Presentation
Adam Bekit (Author & Presenter), Chein--I Chang
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Finding analytical solutions to abundance fully-constrained linear spectral mixture analysis 2014
2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · IEEE · Oral Presentation
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Gram-Schmidt orthogonal vector projection for hyperspectral unmixing 2014
2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · IEEE · Poster
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Recursive automatic target generation process for unsupervised hyperspectral target detection 2014
2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · IEEE · Oral Presentation
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Recursive unsupervised fully constrained least squares methods 2014
2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · IEEE · Paper
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Anomaly discrimination in hyperspectral imagery 2014
Satellite Data Compression, Communication and Processing X (ST146), SPIE International Symposium on SPIE Sensing Technology + Applications · SPIE · Oral Presentation
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Background suppression issues in anomaly detection for hyperspectral imagery 2014
Satellite Data Compression, Communication and Processing X (ST146), SPIE International Symposium on SPIE Sensing Technology + Applications · SPIE · Oral Presentation
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Endmember variability resolved by pixel purity index in hyperspevctral imagery 2014
Satellite Data Compression, Communication and Processing X (ST146), SPIE International Symposium on SPIE Sensing Technology + Applications · SPIE · Oral Presentation
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Fisher’s ratio-based criterion for finding endmembers in hyperspectral imagery 2014
Satellite Data Compression, Communication and Processing X (ST146), SPIE International Symposium on SPIE Sensing Technology + Applications · SPIE · Oral Presentation
Grants and Contracts
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Acoustic-Optic Tunable Filter-Based Polarimetric Spectral Sensor With Progressive Algorithm For Material Analysis and Mapping 2014
NASA/STTR with Brimrose Compnay · Contract · Funded
Patents and Intellectual Property
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Iterative Analyzing Method For A Medical Image 2020
Patent · No. 10,621,722 B2 · Licensed to Taichung Veterans General Hospital
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Video Transmission by Decoupling Color Components 2014
Patent · No. 8,798,171 B2 · Licensed to Richwave
