Chein-I Chang

Clayton Chi-Chang Chen, Englin Wong, Hsian-Min Chen, Shih-Yu Chen, Jyh Wen Chai, Ching-Wen Yang, San-Kan Lee, Yong-Kie Wong, Chein-I Chang: Intra-pixel multispectral processing of magnetic resonance brain images for tissue characterisation. IJCSE 8(2): 87-110 (2013)

Chein-I Chang, Wei Xiong, Chao-Cheng Wu: Field-Programmable Gate Array Design of Implementing Simplex Growing Algorithm for Hyperspectral Endmember Extraction. IEEE T. Geoscience and Remote Sensing 51(3-2): 1693-1700 (2013)

Chao-Cheng Wu, Hsian-Min Chen, Chein-I Chang: Real-time N-finder processing algorithms for hyperspectral imagery. J. Real-Time Image Processing 7(2): 105-129 (2012)

Keng-Hao Liu, Englin Wong, Eliza Yingzi Du, Clayton Chi-Chang Chen, Chein-I Chang: Kernel-Based Linear Spectral Mixture Analysis. IEEE Geosci. Remote Sensing Lett. 9(1): 129-133 (2012)

Shih-Yu Chen, Yen Chieh Ouyang, Chein-I Chang: Weighted radial basis function kernels-based support vector machines for multispectral image classification. IGARSS 2012: 4339-4342

Chein-I Chang, Wei Xiong, Hsian-Min Chen, Jyh Wen Chai: Maximum Orthogonal Subspace Projection Approach to Estimating the Number of Spectral Signal Sources in Hyperspectral Imagery. J. Sel. Topics Signal Processing 5(3): 504-520 (2011)

Chein-I Chang, Haleh Safavi: Progressive dimensionality reduction by transform for hyperspectral imagery. Pattern Recognition 44(10-11): 2760-2773 (2011)

Chein-I Chang, Xiaoli Jiao, Chao-Cheng Wu, Eliza Yingzi Du, Hsian-Min Chen: Component Analysis-Based Unsupervised Linear Spectral Mixture Analysis for Hyperspectral Imagery. IEEE T. Geoscience and Remote Sensing 49(11): 4123-4137 (2011)

Chein-I Chang, Chao-Cheng Wu, Ching-Tsorng Tsai: Random N-Finder (N-FINDR) Endmember Extraction Algorithms for Hyperspectral Imagery. IEEE Transactions on Image Processing 20(3): 641-656 (2011)

Shih-Yu Chen, Yen Chieh Ouyang, Chinsu Lin, Chein-I Chang: Iterative support vector machine for hyperspectral image classification. IGARSS 2011: 1712-1715

Keng-Hao Liu, Chein-I Chang: Dynamic band selection for hyperspectral imagery. IGARSS 2011: 2365-2368

Chein-I Chang, Xiaoli Jiao, Chao-Cheng Wu, Yingzi Du, Mann-Li Chang: A Review of Unsupervised Spectral Target Analysis for Hyperspectral Imagery. EURASIP J. Adv. Sig. Proc. 2010 (2010)

Cheng-Yi Yu, Yen Chieh Ouyang, Chuin-Mu Wang, Chein-I Chang: Adaptive Inverse Hyperbolic Tangent Algorithm for Dynamic Contrast Adjustment in Displaying Scenes. EURASIP J. Adv. Sig. Proc. 2010 (2010)

Chein-I Chang, Chao-Cheng Wu, Chien-Shun Lo, Mann-Li Chang: Real-Time Simplex Growing Algorithms for Hyperspectral Endmember Extraction. IEEE T. Geoscience and Remote Sensing 48(4-1): 1834-1850 (2010)

Chein-I Chang, Wei Xiong, Weimin Liu, Mann-Li Chang, Chao-Cheng Wu, Clayton Chi-Chang Chen: Linear Spectral Mixture Analysis Based Approaches to Estimation of Virtual Dimensionality in Hyperspectral Imagery. IEEE T. Geoscience and Remote Sensing 48(11): 3960-3979 (2010)

Wei Xiong, Chein-I Chang, Ching-Tsorng Tsai: Estimation of virtual dimensionality in hyperspectral imagery by linear spectral mixture analysis. IGARSS 2010: 979-982

Chein-I Chang, Sumit Chakravarty, Hsian-Min Chen, Yen Chieh Ouyang: Spectral derivative feature coding for hyperspectral signature analysis. Pattern Recognition 42(3): 395-408 (2009)

Bharath Ramakrishna, Weimin Liu, Ganesh Saiprasad, Nabile M. Safdar, Chein-I Chang, Khan M. Siddiqui, Woojin Kim, Eliot L. Siegel, Jyh Wen Chai, Clayton Chi-Chang Chen, San-Kan Lee: An Automatic Computer-Aided Detection System for Meniscal Tears on Magnetic Resonance Images. IEEE Trans. Med. Imaging 28(8): 1308-1316 (2009)

Yaw-Jiunn Chiou, Hsian-Min Chen, Jyh Wen Chai, Clayton Chi-Chang Chen, Yen Chieh Ouyang, Wu-Chung Su, Ching-Wen Yang, San-Kan Lee, Chein-I Chang: Brain Tissue Classification Using Independent Vector Analysis (IVA) for Magnetic Resonance Image. BIBE 2009: 324-329

Chao-Cheng Wu, Chein-I Chang, Husen Ren, Yang-Lang Chang: Real-time Processing of Simplex Growing Algorithm. IGARSS (5) 2009: 220-223

Pau-Choo Chung, Chein-I Chang, Qi Tian, Chien-Cheng Lee: Signal Processing for Applications in Healthcare Systems. EURASIP J. Adv. Sig. Proc. 2008 (2008)

Antonio Plaza, Chein-I Chang: Preface. IJHPCA 22(4): 363-365 (2008)

Antonio Plaza, Chein-I Chang: Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery. IJHPCA 22(4): 366-385 (2008)

Mingkai Hsueh, Chein-I Chang: Field Programmable Gate Arrays (FPGA) for Pixel Purity Index Using Blocks of Skewers for Endmember Extraction in Hyperspectral Imagery. IJHPCA 22(4): 408-423 (2008)

Yen Chieh Ouyang, Hsian-Min Chen, Jyh Wen Chai, Clayton Chi-Chang Chen, Sek-Kwong Poon, Ching-Wen Yang, San-Kan Lee, Chein-I Chang: Band Expansion-Based Over-Complete Independent Component Analysis for Multispectral Processing of Magnetic Resonance Images. IEEE Trans. Biomed. Engineering 55(6): 1666-1677 (2008)

Nicolas Dobigeon, Jean-Yves Tourneret, Chein-I Chang: Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery. IEEE Transactions on Signal Processing 56(7-1): 2684-2695 (2008)

Weimin Liu, Chein-I Chang: Multiple-Window Anomaly Detection for Hyperspectral Imagery. IGARSS (2) 2008: 41-44

Pau-Choo Chung, Yen Chieh Ouyang, San-Kan Lee, Ching-Wen Yang, Chein-I Chang: Broadband Multimedia Sensor Networks in Healthcare Applications. J. High Speed Networks 16(1): 1-3 (2007)

Su Wang, Chein-I Chang: Variable-Number Variable-Band Selection for Feature Characterization in Hyperspectral Signatures. IEEE T. Geoscience and Remote Sensing 45(9): 2979-2992 (2007)

Weimin Liu, Chein-I Chang: Variants of Principal Components Analysis. IGARSS 2007: 1083-1086

Chao-Cheng Wu, Chein-I Chang: Does an endmember set really yield maximum simplex volume? IGARSS 2007: 3814-3816

Chein-I Chang, Baohong Ji: Weighted abundance-constrained linear spectral mixture analysis. IEEE T. Geoscience and Remote Sensing 44(2): 378-388 (2006)

Chiman Kwan, Bulent Ayhan, Genshe Chen, Jing Wang, Baohong Ji, Chein-I Chang: A novel approach for spectral unmixing, classification, and concentration estimation of chemical and biological agents. IEEE T. Geoscience and Remote Sensing 44(2): 409-419 (2006)

Chein-I Chang, Su Wang: Constrained band selection for hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 44(6): 1575-1585 (2006)

Jing Wang, Chein-I Chang: Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis. IEEE T. Geoscience and Remote Sensing 44(6): 1586-1600 (2006)

Chein-I Chang, Baohong Ji: Fisher's linear spectral mixture analysis. IEEE T. Geoscience and Remote Sensing 44(8): 2292-2304 (2006)

Jing Wang, Chein-I Chang: Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery. IEEE T. Geoscience and Remote Sensing 44(9): 2601-2616 (2006)

Chein-I Chang, Chao-Cheng Wu, Weimin Liu, Yen Chieh Ouyang: A New Growing Method for Simplex-Based Endmember Extraction Algorithm. IEEE T. Geoscience and Remote Sensing 44(10-1): 2804-2819 (2006)

Antonio Plaza, Chein-I Chang: Impact of Initialization on Design of Endmember Extraction Algorithms. IEEE T. Geoscience and Remote Sensing 44(11-2): 3397-3407 (2006)

Chein-I Chang: Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis. IEEE T. Geoscience and Remote Sensing 43(3): 502-518 (2005)

Chein-I Chang, Qian Du: Estimation of number of spectrally distinct signal sources in hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 42(3): 608-619 (2004)

Qian Du, Chein-I Chang: Linear mixture analysis-based compression for hyperspectral image analysis. IEEE T. Geoscience and Remote Sensing 42(4): 875-891 (2004)

Qian Du, Chein-I Chang: A signal-decomposed and interference-annihilated approach to hyperspectral target detection. IEEE T. Geoscience and Remote Sensing 42(4): 892-906 (2004)

Chein-I Chang, Hsuan Ren, Chein-Chi Chang, Francis D'Amico, James O. Jensen: Estimation of subpixel target size for remotely sensed imagery. IEEE T. Geoscience and Remote Sensing 42(6): 1309-1320 (2004)

Yuan Chen, Chein-I Chang: A new application of texture unit coding to mass classification for mammograms. ICIP 2004: 3335-3338

Chein-I Chang, Weimin Liu, Chein-Chi Chang: Discrimination and identification for subpixel targets in hyperspectral imagery. ICIP 2004: 3339-3342

Eliza Yingzi Du, Chein-I Chang, Paul D. Thouin: Automated system for text detection in individual video images. J. Electronic Imaging 12(3): 410-422 (2003)

San-Kan Lee, Pau-Choo Chung, Chein-I Chang, Chien-Shun Lo, Tain Lee, Giu-Cheng Hsu, Chin-Wen Yang: Classification of clustered microcalcifications using a Shape Cognitron neural network. Neural Networks 16(1): 121-132 (2003)

Qian Du, Hsuan Ren, Chein-I Chang: A comparative study for orthogonal subspace projection and constrained energy minimization. IEEE T. Geoscience and Remote Sensing 41(6): 1525-1529 (2003)

Chuin-Mu Wang, Clayton Chi-Chang Chen, Yi-Nung Chung, Sheng-Chih Yang, Pau-Choo Chung, Ching-Wen Yang, Chein-I Chang: Detection of Spectral Signatures in Multispectral MR Images for Classification. IEEE Trans. Med. Imaging 22(1): 50-61 (2003)

Eliza Yingzi Du, Chein-I Chang, Paul D. Thouin: An unsupervised approach to color video thresholding. ICME 2003: 337-340

Chein-I Chang, Shao-Shan Chiang, James A. Smith, Irving W. Ginsberg: Linear spectral random mixture analysis for hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 40(2): 375-392 (2002)

Chein-I Chang: Target signature-constrained mixed pixel classification for hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 40(5): 1065-1081 (2002)

Chein-I Chang, Shao-Shan Chiang: Anomaly detection and classification for hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 40(6): 1314-1325 (2002)

Eliza Yingzi Du, Chein-I Chang: Thresholding Video Images for Text Detection. ICPR (3) 2002: 919-

Paul D. Thouin, Chein-I Chang: Automated system for restoration of low-resolution document and text images. J. Electronic Imaging 10(2): 535-547 (2001)

Qian Du, Chein-I Chang: A linear constrained distance-based discriminant analysis for hyperspectral image classification. Pattern Recognition 34(2): 361-373 (2001)

Daniel C. Heinz, Chein-I Chang: Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 39(3): 529-545 (2001)

Chein-I Chang, Hsuan Ren, Shao-Shan Chiang: Real-time processing algorithms for target detection and classification in hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 39(4): 760-768 (2001)

Shao-Shan Chiang, Chein-I Chang, Irving W. Ginsberg: Unsupervised target detection in hyperspectral images using projection pursuit. IEEE T. Geoscience and Remote Sensing 39(7): 1380-1391 (2001)

Kerri J. Guilfoyle, Mark L. G. Althouse, Chein-I Chang: A quantitative and comparative analysis of linear and nonlinear spectral mixture models using radial basis function neural networks. IEEE T. Geoscience and Remote Sensing 39(10): 2314-2318 (2001)

Robert T. Macura, Edward Staab, James Vucich, Katarzyna J. Macura, Chein-I Chang, Tomasz J. Macura: Medical Imaging 2001; Haystack is here, but how to find a (relevant) needle? A survey of existing content-based image retrieval systems. CARS 2001: 1176-1177

Paul D. Thouin, Chein-I Chang: A method for restoration of low-resolution document images. IJDAR 2(4): 200-210 (2000)

San-Kan Lee, Chien-Shun Lo, Chuin-Mu Wang, Pau-Choo Chung, Chein-I Chang, Ching-Wen Yang, Pi-Chang Hsu: A computer-aided design mammography screening system for detection and classification of microcalcifications. I. J. Medical Informatics 60(1): 29-57 (2000)

Chein-I Chang, Hsuan Ren: An experiment-based quantitative and comparative analysis of target detection and image classification algorithms for hyperspectral imagery. IEEE T. Geoscience and Remote Sensing 38(2): 1044-1063 (2000)

Chein-I Chang, Daniel C. Heinz: Constrained subpixel target detection for remotely sensed imagery. IEEE T. Geoscience and Remote Sensing 38(3): 1144-1159 (2000)

Hsuan Ren, Chein-I Chang: A generalized orthogonal subspace projection approach to unsupervised multispectral image classification. IEEE T. Geoscience and Remote Sensing 38(6): 2515-2528 (2000)

Agustin Ifarraguerri, Chein-I Chang: Unsupervised hyperspectral image analysis with projection pursuit. IEEE T. Geoscience and Remote Sensing 38(6): 2529-2538 (2000)

Chein-I Chang: An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis. IEEE Transactions on Information Theory 46(5): 1927-1932 (2000)

Clark M. Brumbley, Chein-I Chang: An unsupervised vector quantization-based target subspace projection approach to mixed pixel detection and classification in unknown background for remotely sensed imagery. Pattern Recognition 32(7): 1161-1174 (1999)

Te-Ming Tu, Hsuen-Chyun Shyu, Ching-Hai Lee, Chein-I Chang: An oblique subspace projection approach for mixed pixel classification in hyperspectral images. Pattern Recognition 32(8): 1399-1408 (1999)

Chein-I Chang, Clark M. Brumbley: A Kalman filtering approach to multispectral image classification and detection of changes in signature abundance. IEEE T. Geoscience and Remote Sensing 37(1): 257-268 (1999)

Agustin Ifarraguerri, Chein-I Chang: Multispectral and hyperspectral image analysis with convex cones. IEEE T. Geoscience and Remote Sensing 37(2): 756-770 (1999)

Chein-I Chang, Qian Du, Tzu-Lung Sun, Mark L. G. Althouse: A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification. IEEE T. Geoscience and Remote Sensing 37(6): 2631-2641 (1999)

Chien-Cheng Lee, Pau-Choo Chung, Jea-Rong Tsai, Chein-I Chang: Robust radial basis function neural networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 29(6): 674-685 (1999)

Mark L. G. Althouse, Chein-I Chang: Image segmentation by local entropy methods. ICIP (3) 1995: 61-64

Chein-I Chang, Kebo Chen, Jianwei Wang, Mark L. G. Althouse: A relative entropy-based approach to image thresholding. Pattern Recognition 27(9): 1275-1289 (1994)

Laurence B. Wolfe, Chein-I Chang: A complete sufficient statistic for finite-state Markov processes with application to source coding. IEEE Transactions on Information Theory 39(3): 1047-1049 (1993)

Chein-I Chang, Laurence B. Wolfe: Source matching problems revisited. IEEE Transactions on Information Theory 38(4): 1391-1395 (1992)

Chein-I Chang, Simon C. Fan, Lee D. Davisson: On Numerical Methods of Calculating the Capacity of Continuous-Input Discrete-Output Memoryless Channels. Inf. Comput. 86(1): 1-13 (1990)

Chein-I Chang, Lee D. Davisson: Two iterative algorithms for finding minimax solutions. IEEE Transactions on Information Theory 36(1): 126-140 (1990)

Chein-I Chang, Lee D. Davisson: On calculating the capacity of an infinite-input finite (infinite)-output channel. IEEE Transactions on Information Theory 34(5): 1004-1010 (1988)