Chein-I Chang

292 papers A 3B 4C 46Misc 4Journal 196Unranked 37
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hierarchical One-Class Detection for Hyperspectral Image Classification With Background.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chia-Chen Liang, Pau-Choo Chung, Peter Fu-Ming Hu
2024 J jnl
Band Sampling of Hyperspectral Anomaly Detection in Effective Anomaly Space.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chien-Yu Lin, Peter Fu-Ming Hu
2024 J jnl
Band Selection via Band Density Prominence Clustering for Hyperspectral Image Classification.
Remote. Sens.
Chein-I Chang, Yi-Mei Kuo, Kenneth-Yeonkong Ma
2024 J jnl
Constrained Energy Minimization (CEM) for Hyperspectral Target Detection: Theory and Generalizations.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2024 J jnl
Detection of White Matter Hyperintensities in Magnetic Resonance Imaging by Hyperspectral Subpixel Detection.
IEEE Access
Yung-Chieh Chang, Chein-I Chang, Yen-Chieh Ouyang, Jyh Wen Chai, Wen-Hsien Chen, Kuan-Jung Pan, Hsin Che Wang, Clayton Chi-Chang Chen
2024 J jnl
Distillation-Constrained Prototype Representation Network for Hyperspectral Image Incremental Classification.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Xiaowen Zhao, Baoyu Gong, Yabin Hu, Meiping Song, Haoyang Yu, Chein-I Chang
2024 C conf
Domain Generalization with Anti-background Perturbation Consistency and Texture Reduction Ensemble Models for Hepatocyte Nucleus Segmentation.
ISCAS
Yu-Ting Wu, Hung-Wen Tsai, Pau-Choo Chung, Chein-I Chang, Nien-Tsu Li, Yu-Xian Huang, Kuo-Sheng Cheng
2024 J jnl
Exploration of Data Scene Characterization and 3D ROC Evaluation for Hyperspectral Anomaly Detection.
Remote. Sens.
Chein-I Chang, Shuhan Chen, Shengwei Zhong, Yidan Shi
2024 J jnl
Feedback Band Group and Variation Low-Rank Sparse Model for Hyperspectral Image Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Lan Li, Qiang Zhang, Meiping Song, Chein-I Chang
2024 C conf
Fusarium Wilt Detection in Phalaenopsis Through Integrated Hyperspectral Imaging and Deep Learning Techniques.
IGARSS
Shao-ting Chen, Yen-Chieh Ouyang, Min-Shao Shih, Tsang-Sen Liu, Chein-I Chang
2024 J jnl
Hyperspectral Real-Time Local Anomaly Detection Based on Finite Markov via Line-by-Line Processing.
IEEE Trans. Geosci. Remote. Sens.
Shihui Liu, Meiping Song, Bing Xue, Chein-I Chang, Mengjie Zhang
2024 J jnl
Iterative Gaussian-Laplacian Pyramid Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chia-Chen Liang, Peter Fu-Ming Hu
2023 C conf
Detection and Analysis of Phalaenopsis Fusarium Wilt Using Machine Learning.
IGARSS
Kai-Chun Chang, Shao-An Chou, Min-Shao Shih, Tsang-Sen Liu, Yen-Chieh Ouyang, Chein-I Chang, Shao-ting Chen
2023 J jnl
Iterative Random Training Sampling Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chia-Chen Liang, Peter Fu-Ming Hu
2023 J jnl
Iterative Spectral-Spatial Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chien-Yu Lin, Pau-Choo Chung, Peter Fu-Ming Hu
2023 J jnl
Unsupervised Rate Distortion Function-Based Band Subset Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Yi-Mei Kuo, Peter Fu-Ming Hu
2022 J jnl
Background-Annihilated Target-Constrained Interference-Minimized Filter (TCIMF) for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Jie Chen, Chein-I Chang
2022 J jnl
Band Sampling for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Band Sampling of Kernel Constrained Energy Minimization Using Training Samples for Hyperspectral Mixed Pixel Classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Kenneth-Yeonkong Ma
2022 J jnl
Bi-Endmember Semi-NMF Based on Low-Rank and Sparse Matrix Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Tingting Yang, Hongju Cao, Fang Li, Bai Xue, Sen Li, Chein-I Chang
2022 J jnl
Component Decomposition Analysis for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Shuhan Chen, Chein-I Chang, Xiaorun Li
2022 J jnl
Comprehensive Analysis of Receiver Operating Characteristic (ROC) Curves for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Constrained Energy Minimization Anomaly Detection for Hyperspectral Imagery via Dummy Variable Trick.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Edge-Inferring Graph Neural Network With Dynamic Task-Guided Self-Diagnosis for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Jiahui Huang, Meiping Song, Yulei Wang, Chein-I Chang
2022 J jnl
Editorial for Special Issue "Advances in Hyperspectral Data Exploitation".
Remote. Sens.
Chein-I Chang, Meiping Song, Chunyan Yu, Yulei Wang, Haoyang Yu, Jiaojiao Li, Lin Wang, Hsiao-Chi Li, Xiaorun Li
2022 J jnl
Effective Anomaly Space for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Feedback Attention-Based Dense CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Rui Han, Meiping Song, Caiyu Liu, Chein-I Chang
2022 J jnl
Hyperspectral Anomaly Detection by Data Sphering and Sparsity Density Peaks.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Jie Chen
2022 J jnl
Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Hyperspectral Target Detection: Hypothesis Testing, Signal-to-Noise Ratio, and Spectral Angle Theories.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Kernel-Based Constrained Energy Minimization for Hyperspectral Mixed Pixel Classification.
IEEE Trans. Geosci. Remote. Sens.
Kenneth-Yeonkong Ma, Chein-I Chang
2022 J jnl
Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiao-Di Shang, Meiping Song, Chein-I Chang
2022 J jnl
Multiview Calibrated Prototype Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Baoyu Gong, Meiping Song, Enyu Zhao, Chein-I Chang
2022 J jnl
Progressive Band Subset Fusion for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Fang Li, Meiping Song, Chunyan Yu, Yulei Wang, Chein-I Chang
2022 J jnl
Semisupervised Hyperspectral Band Selection Based on Dual-Constrained Low-Rank Representation.
IEEE Geosci. Remote. Sens. Lett.
Chunyan Yu, Sijia Zhou, Meiping Song, Chein-I Chang
2022 J jnl
Sequential Band Fusion for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Fang Li, Chunyan Yu, Chein-I Chang
2022 J jnl
Target-to-Anomaly Conversion for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2022 J jnl
Unsupervised Domain Adaptation With Content-Wise Alignment for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett.
Chunyan Yu, Caiyu Liu, Meiping Song, Chein-I Chang
2022 J jnl
Unsupervised Hyperspectral Band Selection via Hybrid Graph Convolutional Network.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Sijia Zhou, Meiping Song, Baoyu Gong, Enyu Zhao, Chein-I Chang
2021 J jnl
An Effective Evaluation Tool for Hyperspectral Target Detection: 3D Receiver Operating Characteristic Curve Analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2021 J jnl
An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiao-Di Shang, Meiping Song, Chein-I Chang
2021 J jnl
Estimating Optimal Number of Compressively Sensed Bands for Hyperspectral Classification via Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Charles J. Della Porta, Chein-I Chang
2021 J jnl
Fusion of Spectral-Spatial Classifiers for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shengwei Zhong, Shuhan Chen, Chein-I Chang, Ye Zhang
2021 — conf
Hyperspectral Band Selection Based on Improved Affinity Propagation.
WHISPERS
Qingyu Zhu, Yulei Wang, Fengchao Wang, Meiping Song, Chein-I Chang
2021 J jnl
Iterative Scale-Invariant Feature Transform for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Shuhan Chen, Shengwei Zhong, Bai Xue, Xiaorun Li, Liaoying Zhao, Chein-I Chang
2021 J jnl
Iterative Training Sampling Coupled With Active Learning for Semisupervised Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Kenneth-Yeonkong Ma, Chein-I Chang
2021 J jnl
Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Hongju Cao, Meiping Song
2021 J jnl
Orthogonal Subspace Projection Using Data Sphering and Low-Rank and Sparse Matrix Decomposition for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Jie Chen
2021 J jnl
Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Hongju Cao, Shuhan Chen, Xiao-Di Shang, Chunyan Yu, Meiping Song
2021 J jnl
Progressive Compressively Sensed Band Processing for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Charles J. Della Porta, Chein-I Chang
2021 J jnl
Self-Mutual Information-Based Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Yi-Mei Kuo, Shuhan Chen, Chia-Chen Liang, Kenneth-Yeonkong Ma, Peter Fu-Ming Hu
2021 J jnl
Target-Constrained Interference-Minimized Band Selection for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiao-Di Shang, Meiping Song, Yulei Wang, Chunyan Yu, Haoyang Yu, Fang Li, Chein-I Chang
2021 J jnl
Unsupervised Domain Adaptation With Dense-Based Compaction for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunyan Yu, Caiyu Liu, Haoyang Yu, Meiping Song, Chein-I Chang
2021 C conf
Using Hyperspectral Imaging and Deep Neural Network to Detect Fusarium Wilton Phalaenopsis.
IGARSS
Yun Hsu, Yen-Chieh Ouyang, Jun-Yi Lu, Mang Ou-Yang, Horng-Yuh Guo, Tsang-Sen Liu, Hsian-Min Chen, Chao-Cheng Wu, Chia-Hsien Wen, Min-Shao Shih, Chein-I Chang
2020 J jnl
3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Xiao-Di Shang, Chein-I Chang
2020 C conf
A Fast Low Rank Approximation and Sparsity Representation Approach to Hyperspectral Anomaly Detection.
IGARSS
Jie Chen, Hongju Cao, Shuhan Chen, Chein-I Chang
2020 J jnl
A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunyan Yu, Rui Han, Meiping Song, Caiyu Liu, Chein-I Chang
2020 J jnl
Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Shuo Fang, Weiying Xie, Yunsong Li, Chein-I Chang
2020 C conf
Fusarium Wilt Inspection for Phalaenopsis Using Uniform Interval Hyperspectral Band Selection Techniques.
IGARSS
Bo-Han Chen, Yen-Chieh Ouyang, Mang Ou-Yang, Horng-Yuh Guo, Tsang-Sen Liu, Hsian-Min Chen, Chao-Cheng Wu, Chia-Hsien Wen, Chein-I Chang, Min-Shao Shih
2020 C conf
GO Decomposition (GoDec) Approach to Finding Low Rank and Sparsity Matrices for Hyperspectral Target Detection.
IGARSS
Hongju Cao, Xiao-Di Shang, Yulei Wang, Meiping Song, Shuhan Chen, Chein-I Chang
2020 C conf
Hyperspectral Anomaly Detection Via Band Fusion.
IGARSS
Fang Li, Meiping Song, Chein-I Chang
2020 J jnl
Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Chein-I Chang, Zhen Li
2020 C conf
Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition.
IGARSS
Hongju Cao, Xiao-Di Shang, Chunyan Yu, Meiping Song, Chein-I Chang
2020 C conf
Hyperspectral Target Detection Based on Target-Constrained Interference-Minimized Band Selection.
IGARSS
Xiao-Di Shang, Meiping Song, Yulei Wang, Haoyang Yu, Chein-I Chang
2020 J jnl
Iterative Random Training Sampling Spectral Spatial Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Kenneth-Yeonkong Ma, Chia-Chen Liang, Yi-Mei Kuo, Shuhan Chen, Shengwei Zhong
2020 J jnl
N-FINDER for Finding Endmembers in Compressively Sensed Band Domain.
IEEE Trans. Geosci. Remote. Sens.
Adam A. Bekit, Chein-I Chang, Bernard H. Lampe, Charles J. Della Porta, Chao-Cheng Wu
2020 J jnl
Optical Remote Sensing Image Registration Using Spatial-Consistency and Average Regional Information Divergence Minimization via Quantum-Behaved Particle Swarm Optimization.
Remote. Sens.
Shuhan Chen, Bai Xue, Han Yang, Xiaorun Li, Liaoying Zhao, Chein-I Chang
2020 J jnl
Progressive Band Selection Processing of Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Meiping Song, Chunyan Yu, Hongye Xie, Chein-I Chang
2020 J jnl
Restricted Entropy and Spectrum Properties for the Compressively Sensed Domain in Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens.
Bernard H. Lampe, Chein-I Chang, Adam A. Bekit, Charles J. Della Porta
2020 J jnl
Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Chein-I Chang, Gang He
2020 J jnl
Underwater Hyperspectral Target Detection with Band Selection.
Remote. Sens.
Xianping Fu, Xiao-Di Shang, Xudong Sun, Haoyang Yu, Meiping Song, Chein-I Chang
2019 J jnl
A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images.
Remote. Sens.
Jie Lei, Lingyun Wu, Yunsong Li, Weiying Xie, Chein-I Chang, Jintao Zhang, Biying Huang
2019 J jnl
A Spectral-Spatial Feedback Close Network System for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shengwei Zhong, Ye Zhang, Chein-I Chang
2019 J jnl
An Iterative Mixed Pixel Classification for Brain Tissues and White Matter Hyperintensity in Magnetic Resonance Imaging.
IEEE Access
Clayton Chi-Chang Chen, Jyh Wen Chai, Hung-Chieh Chen, Hsin Che Wang, Yung-Chieh Chang, Yi-Ying Wu, Wen-Hsien Chen, Hsian-Min Chen, San-Kan Lee, Chein-I Chang
2019 J jnl
Class Feature Weighted Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shengwei Zhong, Chein-I Chang, Jiaojiao Li, Xiao-Di Shang, Shuhan Chen, Meiping Song, Ye Zhang
2019 J jnl
Class Information-Based Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Xiao-Di Shang, Yulei Wang, Chunyan Yu, Chein-I Chang
2019 J jnl
Class Signature-Constrained Background- Suppressed Approach to Band Selection for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Yulei Wang, Meiping Song, Chein-I Chang
2019 J jnl
Constrained-Target Band Selection for Multiple-Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yulei Wang, Lin Wang, Chunyan Yu, Enyu Zhao, Meiping Song, Chia-Hsien Wen, Chein-I Chang
2019 J jnl
Discriminative Feature Learning With Distance Constrained Stacked Sparse Autoencoder for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Yanzi Shi, Jie Lei, Yaping Yin, Kailang Cao, Yunsong Li, Chein-I Chang
2019 J jnl
Editorial for Special Issue "Hyperspectral Imaging and Applications".
Remote. Sens.
Chein-I Chang, Meiping Song, Junping Zhang, Chao-Cheng Wu
2019 J jnl
Fusion of Various Band Selection Methods for Hyperspectral Imagery.
Remote. Sens.
Yulei Wang, Lin Wang, Hongye Xie, Chein-I Chang
2019 J jnl
Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunyan Yu, Meng Zhao, Meiping Song, Yulei Wang, Fang Li, Rui Han, Chein-I Chang
2019 J jnl
Hyperspectral Image Classification via Compressive Sensing.
IEEE Trans. Geosci. Remote. Sens.
Charles J. Della Porta, Adam A. Bekit, Bernard H. Lampe, Chein-I Chang
2019 J jnl
Iterative Edge Preserving Filtering Approach to Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shengwei Zhong, Chein-I Chang, Ye Zhang
2019 C conf
Iterative Random Training Sample Selection for Hyperspectral Image Classification.
IGARSS
Chia-Chen Liang, Yi-Mei Kuo, Kenneth-Yeonkong Ma, Peter Fu-Ming Hu, Chein-I Chang
2019 C conf
Quality Inspection of Phalaenopsis Hybrids Using Hyperspectral Band Selection Techniques.
IGARSS
Yen-Chieh Ouyang, Chein-I Chang, Yung-Jhe Yan, Bo-Han Chen, Meng-Chueh Lee, Tsang-Sen Liu, Mang Ou-Yang, Hsian-Min Chen, Chao-Cheng Wu, Chia-Hsien Wen, Min-Shao Shih
2019 J jnl
Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Weiying Xie, Jian Yang, Yunsong Li, Chein-I Chang
2019 J jnl
Statistical Detection Theory Approach to Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2019 C conf
Uniform Band Interval Divided Band Selection.
IGARSS
Fang Li, Hongju Cao, Xiao-Di Shang, Meiping Song, Chunyan Yu, Chein-I Chang
2019 C conf
Urban Area Impervious Surface Estimation by Subpixel Unmixing.
IGARSS
Bai Xue, Shuhan Chen, Chia-Chen Liang, Shengwei Zhong, Peter Fu-Ming Hu, Chein-I Chang
2018 J jnl
A Deep Pipelined Implementation of Hyperspectral Target Detection Algorithm on FPGA Using HLS.
Remote. Sens.
Jie Lei, Yunsong Li, Dongsheng Zhao, Jing Xie, Chein-I Chang, Lingyun Wu, Xuepeng Li, Jintao Zhang, Wenguang Li
2018 C conf
A Multilevel Slicing Based Coding Method for Tree Detection.
IGARSS
Chien-Yu Lin, Chinsu Lin, Chein-I Chang
2018 J jnl
A Posteriori Hyperspectral Anomaly Detection for Unlabeled Classification.
IEEE Trans. Geosci. Remote. Sens.
Yulei Wang, Li-Chien Lee, Bai Xue, Lin Wang, Meiping Song, Chunyan Yu, Sen Li, Chein-I Chang
2018 J jnl
A Review of Virtual Dimensionality for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang
2018 — conf
A Semantic Feature Extraction Method For Hyperspectral Image Classification Based On Hashing Learning.
WHISPERS
Meng Zhao, Chunyan Yu, Meiping Song, Chein-I Chang
2018 — conf
Algorithm Research on Endmember Extraction Combined With Distribution Statistics.
WHISPERS
Meiping Song, Ming Xu, Chein-I Chang
2018 J jnl
Band Subset Selection for Hyperspectral Image Classification.
Remote. Sens.
Chunyan Yu, Meiping Song, Chein-I Chang
2018 J jnl
Band-Specified Virtual Dimensionality for Band Selection: An Orthogonal Subspace Projection Approach.
IEEE Trans. Geosci. Remote. Sens.
Chunyan Yu, Li-Chien Lee, Chein-I Chang, Bai Xue, Meiping Song, Jian Chen
2018 — conf
Deep 2D Convolutional Neural Network with Deconvolution Layer for Hyperspectral Image Classification.
CSPS (2)
Chunyan Yu, Fang Li, Chein-I Chang, Kun Cen, Meng Zhao
2018 C conf
Detection of Fusarium Wilt on Phalaenopsis Stem Base Region Using Band Selection Techniques.
IGARSS
Meng-Chueh Lee, Kenneth-Yeonkong Ma, Yen-Chieh Ouyang, Mang Ou-Yang, Horng-Yuh Guo, Tsang-Sen Liu, Hsian-Min Chen, Chao-Cheng Wu, Chein-I Chang
2018 — conf
GPU Implentation of Recursive Automatic Target Generation Process and Recursive Orthogonal Subspace Projection in Hyperspectral Imagery.
WHISPERS
Meiping Song, Dong An, Chunyan Yu, Jin Huang, Chein-I Chang
2018 B conf
Iterative Support Vector Machine for Hyperspectral Image Classification.
ICIP
Shengwei Zhong, Chein-I Chang, Ye Zhang
2018 J jnl
Iterative Target-Constrained Interference-Minimized Classifier for Hyperspectral Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunyan Yu, Bai Xue, Meiping Song, Yulei Wang, Sen Li, Chein-I Chang
2018 — conf
Joint Kurtosis-Skewness-Based Background Smoothing for Local Hyperspectral Anomaly Detection.
CSPS (2)
Yulei Wang, Yiming Zhao, Yun Xia, Chein-I Chang, Meiping Song, Chunyan Yu
2018 — conf
Recursive Orthogonal Vector Projection for Hyperspectral Image Abundance Estimation Based on GUP.
WHISPERS
Chunyan Yu, Jin Huang, Meiping Song, Dong An, Chein-I Chang
2018 Misc conf
Research On Broken Corner And Black Edge Detection Of Solar Cell.
ICMLC
Meiping Song, Xiao-Di Shang, Chunyan Yu, Jubai An, Chein-I Chang
2018 Misc conf
Solar Image Matching Based on Improved Freak Algorithm.
ICMLC
Meiping Song, Yue-Jing Cao, Chunyan Yu, Jubai An, Chein-I Chang
2018 — conf
Spectral Characteristics of Nitrogen and Phosphorus in Water.
CSPS (2)
Meiping Song, En Li, Chein-I Chang, Yulei Wang, Chunyan Yu
2018 J jnl
Spectral Inter-Band Discrimination Capacity of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2018 — conf
Unsupervised Hyperspectral Band Selection Method Based on Low-Rank Representation.
CSPS (1)
Chunyan Yu, Kun Cen, Chein-I Chang, Fang Li
2017 J jnl
A Hyperspectral Imaging Approach to White Matter Hyperintensities Detection in Brain Magnetic Resonance Images.
Remote. Sens.
Hsian-Min Chen, Hsin Che Wang, Jyh Wen Chai, Clayton Chi-Chang Chen, Bai Xue, Lin Wang, Chunyan Yu, Yulei Wang, Meiping Song, Chein-I Chang
2017 J jnl
A Subpixel Target Detection Approach to Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bai Xue, Chunyan Yu, Yulei Wang, Meiping Song, Sen Li, Lin Wang, Hsian-Min Chen, Chein-I Chang
2017 — conf
A Supervised Hybrid Classifier for Brain Tissues and White Matter Lesions on Multispectral MRI.
ISPAN-FCST-ISCC
Hsian-Min Chen, Hsin Che Wang, Yung-Chieh Chang, Jyh Wen Chai, Clayton Chi-Chang Chen, Che-Lun Hung, Chein-I Chang
2017 J jnl
Adaptive Linear Spectral Mixture Analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2017 J jnl
Band Subset Selection for Anomaly Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Lin Wang, Chein-I Chang, Li-Chien Lee, Yulei Wang, Bai Xue, Meiping Song, Chunyan Yu, Sen Li
2017 J jnl
Channel Capacity Approach to Hyperspectral Band Subset Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Li-Chien Lee, Bai Xue, Meiping Song, Jian Chen
2017 J jnl
Constrained Band Subset Selection for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Lin Wang, Hsiao-Chi Li, Bai Xue, Chein-I Chang
2017 C conf
Improving pesticide residues detection using band prioritization and constrained energy minimization.
IGARSS
Kenneth-Yeonkong Ma, Yi-Mei Kuo, Yen-Chieh Ouyang, Chein-I Chang
2017 C conf
Iterative anomaly detection.
IGARSS
Yulei Wang, Bai Xue, Lin Wang, Hsiao-Chi Li, Li-Chien Lee, Chunyan Yu, Meiping Song, Sen Li, Chein-I Chang
2017 C conf
Kernel automatic target generation process.
IGARSS
Bai Xue, Shih-Yu Chen, Chunyuan Yu, Yulei Wang, Lin Wang, Meiping Song, Sen Li, Chein-I Chang
2017 C conf
Multi-class constrained background suppression approach to hyperspectral image classification.
IGARSS
Chunyan Yu, Bai Xue, Yulei Wang, Meiping Song, Lin Wang, Sen Li, Shih-Yu Chen, Chein-I Chang
2017 J jnl
Progressive Band Processing of Fast Iterative Pixel Purity Index for Finding Endmembers.
IEEE Geosci. Remote. Sens. Lett.
Chein-I Chang, Yao Li, Yulei Wang
2017 J jnl
Recursive Geometric Simplex Growing Analysis for Finding Endmembers in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Hsiao-Chi Li, Chao-Cheng Wu, Meiping Song
2016 C conf
An information theoretical approach to multiple-band selection for hyperspectral imagery.
IGARSS
Li-Chien Lee, Yen Chieh Ouyang, Shih-Yu Chen, Chein-I Chang
2016 J jnl
Comparative Study and Analysis Among ATGP, VCA, and SGA for Finding Endmembers in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Shih-Yu Chen, Hsiao-Chi Li, Hsian-Min Chen, Chia-Hsien Wen
2016 C conf
Constrained multiple band selection for hyperspectral imagery.
IGARSS
Hsiao-Chi Li, Chein-I Chang, Lin Wang, Yao Li
2016 J jnl
Convex cone volume analysis for finding endmembers in hyperspectral imagery.
Int. J. Comput. Sci. Eng.
Chein-I Chang, Wei Xiong, Shih-Yu Chen
2016 C conf
Geometric simplex growing algorithm for finding endmembers in hyperspectral imagery.
IGARSS
Hsiao-Chi Li, Chein-I Chang
2016 C conf
Hyperspectral oil spill image segmentation using improved region-based active contour model.
IGARSS
Meiping Song, Liufen Cai, Bin Lin, Jubai An, Chein-I Chang
2016 C conf
Multiple band selection for anomaly detection in hyperspectral imagery.
IGARSS
Lin Wang, Chein-I Chang
2016 J jnl
Multispectral, Hyperspectral, and Polarimetric Imaging Technology.
J. Sensors
Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong, Yanli Qiao, Chao-Cheng Wu, Chein-I Chang
2016 J jnl
Recursive Band Processing of Automatic Target Generation Process for Finding Unsupervised Targets in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Yao Li
2016 J jnl
Recursive Band Processing of Orthogonal Subspace Projection for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Hsiao-Chi Li, Chein-I Chang, Meiping Song
2016 J jnl
Recursive Orthogonal Projection-Based Simplex Growing Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Hsiao-Chi Li, Chein-I Chang
2015 J jnl
A Theory of Recursive Orthogonal Subspace Projection for Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Chein-I Chang
2015 — conf
An orthogonal projection approach to simplex growing algorithm.
WHISPERS
Hsiao-Chi Li, Chein-I Chang
2015 J jnl
Anomaly Detection Using Causal Sliding Windows.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Yulei Wang, Shih-Yu Chen
2015 — conf
Anomaly discrimination and classification for hyperspectral imagery.
WHISPERS
Li-Chien Lee, Drew Paylor, Chein-I Chang
2015 — conf
Band detection in hyperspectral imagery by pixel purity index.
WHISPERS
Chein-I Chang, Yao Li, Chao-Cheng Wu
2015 C conf
Band weighting spectral measurement for detection of pesticide residues using hyperspectral remote sensing.
IGARSS
Chao-Cheng Wu, Yuan-Hsun Liao, Wei-Sheng Lo, Horng-Yuh Guo, Chinsu Lin, Chia-Hsien Wen, Hsian-Min Chen, Yen Chieh Ouyang, Chein-I Chang
2015 J jnl
Design and Development of Iterative Pixel Purity Index.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Chao-Cheng Wu
2015 J jnl
Finding Virtual Signatures for Linear Spectral Mixture Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Meiping Song, Shih-Yu Chen, Hsiao-Chi Li, Hsian-Min Chen, Clayton Chi-Chang Chen, Chein-I Chang
2015 — conf
Fully abundance-constrained endmember finding for hyperspectral images.
WHISPERS
Cheng Gao, Shih-Yu Chen, Hsian-Min Chen, Chao-Cheng Wu, Chia-Hsien Wen, Chein-I Chang
2015 — conf
Linear spectral unmixing using least squares error, orthogonal projection and simplex volume for hyperspectral images.
WHISPERS
Hsiao-Chi Li, Chein-I Chang
2015 — conf
Pesticide residue detection by hyperspectral imaging sensors.
WHISPERS
Shih-Yu Chen, Yuan-Hsun Liao, Wei-Sheng Lo, Horng-Yuh Guo, Ching-Hua Kao, Tau-Meu Chou, Chia-Hsien Wen, Chinsu Lin, Hsian-Min Chen, Yen Chieh Ouyang, Chao-Cheng Wu, Chein-I Chang
2015 J jnl
Progressive Band Processing of Anomaly Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Yao Li, Marissa C. Hobbs, Robert C. Schultz, Wei-Min Liu
2015 J jnl
Progressive Band Processing of Constrained Energy Minimization for Subpixel Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Robert C. Schultz, Marissa C. Hobbs, Shih-Yu Chen, Yulei Wang, Chunhong Liu
2015 J jnl
Progressive Band Processing of Linear Spectral Unmixing for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Chao-Cheng Wu, Keng-Hao Liu, Hsian-Min Chen, Clayton Chi-Chang Chen, Chia-Hsien Wen
2015 — conf
Progressive band processing of automatic target generation process.
WHISPERS
Yao Li, Cheng Gao, Chein-I Chang
2015 — conf
Progressive endmember finding by fully constrained least squares method.
WHISPERS
Shih-Yu Chen, Yen Chieh Ouyang, Chinsu Lin, Hsian-Min Chen, Cheng Gao, Chein-I Chang
2015 J jnl
Real-Time Constrained Energy Minimization for Subpixel Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Hsiao-Chi Li, Meiping Song, Chunhong Liu, Lifu Zhang
2015 J jnl
Recursive Automatic Target Generation Process in Subpixel Detection.
IEEE Geosci. Remote. Sens. Lett.
Chein-I Chang, Cheng Gao, Shi-Yu Chen
2014 J jnl
A Theory of High-Order Statistics-Based Virtual Dimensionality for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Wei Xiong, Chia-Hsien Wen
2014 C conf
Anomaly detection using sliding causal windows.
IGARSS
Yulei Wang, Chunhui Zhao, Chein-I Chang
2014 A conf
Detection and Classification of MS Lesions in Multispectral MR Images.
ICS
Hsian-Min Chen, Jyh Wen Chai, Clayton Chi-Chang Chen, Yen Chieh Ouyang, Ching-Wen Yang, San-Kan Lee, Chein-I Chang
2014 C conf
Endmember-specified virtual dimensionality in hyperspectral imagery.
IGARSS
Liaoying Zhao, Chein-I Chang, Shih-Yu Chen, Chao-Cheng Wu, Mingyang Fan
2014 C conf
Finding analytical solutions to abundance fully-constrained linear spectral mixture analysis.
IGARSS
Hsiao-Chi Li, Meiping Song, Chein-I Chang
2014 C conf
Gram-Schmidt orthogonal vector projection for hyperspectral unmixing.
IGARSS
Meiping Song, Hsiao-Chi Li, Chein-I Chang, Yao Li
2014 J jnl
Progressive Band Selection of Spectral Unmixing for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Keng-Hao Liu
2014 J jnl
Real-time causal processing of anomaly detection for hyperspectral imagery.
IEEE Trans. Aerosp. Electron. Syst.
Shih-Yu Chen, Yulei Wang, Chao-Cheng Wu, Chunhong Liu, Chein-I Chang
2014 C conf
Recursive automatic target generation process for unsupervised hyperspectral target detection.
IGARSS
Cheng Gao, Chein-I Chang
2014 — conf
Recursive orthogonal vector projection algorithm for linear spectral unmixing.
WHISPERS
Meiping Song, Yao Li, Lifu Zhang, Chein-I Chang
2014 C conf
Recursive unsupervised fully constrained least squares methods.
IGARSS
Shih-Yu Chen, Yen Chieh Ouyang, Chein-I Chang
2014 A conf
Weighted Radial Basis Function Kernel-Based Support Vector Machines for Multispectral Magnetic Resonance Brain Image Classification.
ICS
Clayton Chi-Chang Chen, Shih-Yu Chen, Hsian-Min Chen, Bor-Hung Lin, Yen Chieh Ouyang, Jyh Wen Chai, Ching-Wen Yang, San-Kan Lee, Chein-I Chang
2013 J jnl
Adrenal Gland Abnormality Detection Using Random Forest Classification.
J. Digit. Imaging
Ganesh Saiprasad, Chein-I Chang, Nabile M. Safdar, Naomi Saenz, Eliot L. Siegel
2013 J jnl
Does a simplex formed by endmembers really yield maximal volume?
Int. J. Comput. Sci. Eng.
Chao-Cheng Wu, Chein-I Chang
2013 J jnl
Field-Programmable Gate Array Design of Implementing Simplex Growing Algorithm for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Wei Xiong, Chao-Cheng Wu
2013 J jnl
Intra-pixel multispectral processing of magnetic resonance brain images for tissue characterisation.
Int. J. Comput. Sci. Eng.
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
2013 J jnl
Kernel-Based Weighted Abundance Constrained Linear Spectral Mixture Analysis for Remotely Sensed Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Keng-Hao Liu, Englin Wong, Chia-Hsien Wen, Chein-I Chang
2013 J jnl
Multiple-Window Anomaly Detection for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei-Min Liu, Chein-I Chang
2013 J jnl
PPI-SVM-Iterative FLDA Approach to Unsupervised Multispectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hsian-Min Chen, Chinsu Lin, Shih-Yu Chen, Chia-Hsien Wen, Clayton Chi-Chang Chen, Yen Chieh Ouyang, Chein-I Chang
2013 C conf
Real-time progressive band processing of Modified Fully Abundance-Constrained Spectral Unmixing.
IGARSS
Guan-Sheng Huang, Chao-Cheng Wu, Keng-Hao Liu, Chein-I Chang
2013 J jnl
Relationship exploration among PPI, ATGP and VCA via theoretical analysis.
Int. J. Comput. Sci. Eng.
Chein-I Chang, Chia-Hsien Wen, Chao-Cheng Wu
2012 — conf
Iterative Pixel Purity Index.
WHISPERS
Chein-I Chang, Chao-Cheng Wu
2012 J jnl
Kernel-Based Linear Spectral Mixture Analysis.
IEEE Geosci. Remote. Sens. Lett.
Keng-Hao Liu, Englin Wong, Eliza Yingzi Du, Clayton Chi-Chang Chen, Chein-I Chang
2012 Misc conf
Prediction of massive blood transfusion (MT) using pre-hospital vital signs.
AMIA
Colin F. Mackenzie, Lynn G. Stansbury, Peter Fu-Ming Hu, John Hess, Chein-I Chang, Shi-Yu Chen, Melissa Binder, Kate Dupuis, Joseph Dubose
2012 J jnl
Real-time N-finder processing algorithms for hyperspectral imagery.
J. Real Time Image Process.
Chao-Cheng Wu, Hsian-Min Chen, Chein-I Chang
2012 — conf
Unsupervised multispectral image classification.
WHISPERS
Shih-Yu Chen, Chinsu Lin, Yen Chieh Ouyang, Chein-I Chang
2012 C conf
Weighted radial basis function kernels-based support vector machines for multispectral image classification.
IGARSS
Shih-Yu Chen, Yen Chieh Ouyang, Chein-I Chang
2011 J jnl
Component Analysis-Based Unsupervised Linear Spectral Mixture Analysis for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Xiaoli Jiao, Chao-Cheng Wu, Eliza Yingzi Du, Hsian-Min Chen
2011 C conf
Dynamic band selection for hyperspectral imagery.
IGARSS
Keng-Hao Liu, Chein-I Chang
2011 J jnl
Fast Algorithms to Implement N-FINDR for Hyperspectral Endmember Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Xiong, Chein-I Chang, Chao-Cheng Wu, Konstantinos Kalpakis, Hsian-Min Chen
2011 C conf
Iterative support vector machine for hyperspectral image classification.
IGARSS
Shih-Yu Chen, Yen Chieh Ouyang, Chinsu Lin, Chein-I Chang
2011 J jnl
Maximum Orthogonal Subspace Projection Approach to Estimating the Number of Spectral Signal Sources in Hyperspectral Imagery.
IEEE J. Sel. Top. Signal Process.
Chein-I Chang, Wei Xiong, Hsian-Min Chen, Jyh Wen Chai
2011 J jnl
Progressive Band Dimensionality Expansion and Reduction Via Band Prioritization for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chein-I Chang, Su Wang, Keng-Hao Liu, Mann-Li Chang, Chinsu Lin
2011 J jnl
Progressive dimensionality reduction by transform for hyperspectral imagery.
Pattern Recognit.
Chein-I Chang, Haleh Safavi
2011 J jnl
Random N-Finder (N-FINDR) Endmember Extraction Algorithms for Hyperspectral Imagery.
IEEE Trans. Image Process.
Chein-I Chang, Chao-Cheng Wu, Ching-Tsorng Tsai
2011 J jnl
Recent Developments in High Performance Computing for Remote Sensing: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Craig A. Lee, Samuel D. Gasster, Antonio Plaza, Chein-I Chang, Bormin Huang
2010 J jnl
A Review of Unsupervised Spectral Target Analysis for Hyperspectral Imagery.
EURASIP J. Adv. Signal Process.
Chein-I Chang, Xiaoli Jiao, Chao-Cheng Wu, Yingzi Du, Mann-Li Chang
2010 J jnl
Adaptive Inverse Hyperbolic Tangent Algorithm for Dynamic Contrast Adjustment in Displaying Scenes.
EURASIP J. Adv. Signal Process.
Cheng-Yi Yu, Yen Chieh Ouyang, Chuin-Mu Wang, Chein-I Chang
2010 C conf
Estimation of virtual dimensionality in hyperspectral imagery by linear spectral mixture analysis.
IGARSS
Wei Xiong, Chein-I Chang, Ching-Tsorng Tsai
2010 J jnl
Linear Spectral Mixture Analysis Based Approaches to Estimation of Virtual Dimensionality in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Wei Xiong, Weimin Liu, Mann-Li Chang, Chao-Cheng Wu, Clayton Chi-Chang Chen
2010 J jnl
Random Pixel Purity Index.
IEEE Geosci. Remote. Sens. Lett.
Chein-I Chang, Chao-Cheng Wu, Hsian-Min Chen
2010 J jnl
Real-Time Simplex Growing Algorithms for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chao-Cheng Wu, Chien-Shun Lo, Mann-Li Chang
2009 J jnl
An Automatic Computer-Aided Detection System for Meniscal Tears on Magnetic Resonance Images.
IEEE Trans. Medical Imaging
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
2009 C conf
Brain Tissue Classification Using Independent Vector Analysis (IVA) for Magnetic Resonance Image.
BIBE
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
2009 — conf
Component analysis-based unsupervised linear spectral mixture analysis for hyperspectral imagery.
WHISPERS
Xiaoli Jiao, Yingzi Du, Chein-I Chang
2009 J jnl
Improved Process for Use of a Simplex Growing Algorithm for Endmember Extraction.
IEEE Geosci. Remote. Sens. Lett.
Chao-Cheng Wu, Chien-Shun Lo, Chein-I Chang
2009 — conf
Kernel-based Linear Spectral Mixture Analysis for hyperspectral image classification.
WHISPERS
Keng-Hao Liu, Englin Wong, Chein-I Chang
2009 — conf
Real-time Processing of Simplex Growing Algorithm.
IGARSS (5)
Chao-Cheng Wu, Chein-I Chang, Husen Ren, Yang-Lang Chang
2009 J jnl
Spectral derivative feature coding for hyperspectral signature analysis.
Pattern Recognit.
Chein-I Chang, Sumit Chakravarty, Hsian-Min Chen, Yen Chieh Ouyang
2008 — conf
A concurrent computer aided detection (CAD) tool for articular cartilage disease of the knee on MR imaging using active shape models.
Computer-Aided Diagnosis
Bharath Ramakrishna, Ganesh Saiprasad, Nabile M. Safdar, Khan M. Siddiqui, Chein-I Chang, Eliot L. Siegel
2008 — conf
Automated discovery of meniscal tears on MR imaging: a novel high-performance computer-aided detection application for radiologists.
Computer-Aided Diagnosis
Bharath Ramakrishna, Nabile M. Safdar, Khan M. Siddiqui, Woojin Kim, Weimin Liu, Ganesh Saiprasad, Chein-I Chang, Eliot L. Siegel
2008 J jnl
Band Expansion-Based Over-Complete Independent Component Analysis for Multispectral Processing of Magnetic Resonance Images.
IEEE Trans. Biomed. Eng.
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
2008 J jnl
Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery.
Int. J. High Perform. Comput. Appl.
Antonio Plaza, Chein-I Chang
2008 J jnl
Field Programmable Gate Arrays (FPGA) for Pixel Purity Index Using Blocks of Skewers for Endmember Extraction in Hyperspectral Imagery.
Int. J. High Perform. Comput. Appl.
Mingkai Hsueh, Chein-I Chang
2008 — conf
Multiple-Window Anomaly Detection for Hyperspectral Imagery.
IGARSS (2)
Weimin Liu, Chein-I Chang
2008 J jnl
Preface.
Int. J. High Perform. Comput. Appl.
Antonio Plaza, Chein-I Chang
2008 J jnl
Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery.
IEEE Trans. Signal Process.
Nicolas Dobigeon, Jean-Yves Tourneret, Chein-I Chang
2008 J jnl
Signal Processing for Applications in Healthcare Systems.
EURASIP J. Adv. Signal Process.
Pau-Choo Chung, Chein-I Chang, Qi Tian, Chien-Cheng Lee
2007 — conf
Automatic CAD of meniscal tears on MR imaging: a morphology-based approach.
Computer-Aided Diagnosis
Bharath Ramakrishna, Weimin Liu, Nabile M. Safdar, Khan M. Siddiqui, Woojin Kim, Krishna Juluru, Chein-I Chang, Eliot L. Siegel
2007 J jnl
Broadband Multimedia Sensor Networks in Healthcare Applications.
J. High Speed Networks
Pau-Choo Chung, Yen Chieh Ouyang, San-Kan Lee, Ching-Wen Yang, Chein-I Chang
2007 C conf
Does an endmember set really yield maximum simplex volume?
IGARSS
Chao-Cheng Wu, Chein-I Chang
2007 J jnl
Variable-Number Variable-Band Selection for Feature Characterization in Hyperspectral Signatures.
IEEE Trans. Geosci. Remote. Sens.
Su Wang, Chein-I Chang
2007 C conf
Variants of Principal Components Analysis.
IGARSS
Weimin Liu, Chein-I Chang
2006 J jnl
A New Growing Method for Simplex-Based Endmember Extraction Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Chao-Cheng Wu, Weimin Liu, Yen Chieh Ouyang
2006 J jnl
A fast iterative algorithm for implementation of pixel purity index.
IEEE Geosci. Remote. Sens. Lett.
Chein-I Chang, Antonio Plaza
2006 J jnl
A novel approach for spectral unmixing, classification, and concentration estimation of chemical and biological agents.
IEEE Trans. Geosci. Remote. Sens.
Chiman Kwan, Bulent Ayhan, Genshe Chen, Jing Wang, Baohong Ji, Chein-I Chang
2006 J jnl
Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jing Wang, Chein-I Chang
2006 J jnl
Constrained band selection for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Su Wang
2006 J jnl
Fisher's linear spectral mixture analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Baohong Ji
2006 J jnl
Impact of Initialization on Design of Endmember Extraction Algorithms.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Chein-I Chang
2006 J jnl
Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis.
IEEE Trans. Geosci. Remote. Sens.
Jing Wang, Chein-I Chang
2006 J jnl
Parallel implementation of endmember extraction algorithms from hyperspectral data.
IEEE Geosci. Remote. Sens. Lett.
Antonio Plaza, David Valencia, Javier Plaza, Chein-I Chang
2006 — ch.
Spectral/Spatial Hyperspectral Image Compression.
Hyperspectral Data Compression
Bharath Ramakrishna, Antonio Plaza, Chein-I Chang, Hsuan Ren, Qian Du, Chein-Chi Chang
2006 J jnl
Weighted abundance-constrained linear spectral mixture analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Baohong Ji
2005 J jnl
Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2004 C conf
A nested spatial window-based approach to target detection for hyperspectral imagery.
IGARSS
Weimin Liu, Chein-I Chang
2004 B conf
A new application of texture unit coding to mass classification for mammograms.
ICIP
Yuan Chen, Chein-I Chang
2004 J jnl
A signal-decomposed and interference-annihilated approach to hyperspectral target detection.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Chein-I Chang
2004 C conf
A uniform projection-based unsupervised classification for hyperspectral imagery.
IGARSS
Jing Wang, Chein-I Chang
2004 C conf
Adaptive causal anomaly detection for hyperspectral imagery.
IGARSS
Mingkai Hsueh, Chein-I Chang
2004 B conf
Discrimination and identification for subpixel targets in hyperspectral imagery.
ICIP
Chein-I Chang, Weimin Liu, Chein-Chi Chang
2004 J jnl
Estimation of number of spectrally distinct signal sources in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Qian Du
2004 J jnl
Estimation of subpixel target size for remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Hsuan Ren, Chein-Chi Chang, Francis D'Amico, James O. Jensen
2004 J jnl
Linear mixture analysis-based compression for hyperspectral image analysis.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Chein-I Chang
2004 — conf
Target detection with texture feature coding method and support vector machines.
ICASSP (2)
Jie Liang, George Zhao, Roger Xu, Chiman Kwan, Chein-I Chang
2003 J jnl
A comparative study for orthogonal subspace projection and constrained energy minimization.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Hsuan Ren, Chein-I Chang
2003 — conf
An unsupervised approach to color video thresholding.
ICASSP (3)
Eliza Yingzi Du, Chein-I Chang
2003 A conf
An unsupervised approach to color video thresholding.
ICME
Eliza Yingzi Du, Chein-I Chang, Paul D. Thouin
2003 J jnl
Automated system for text detection in individual video images.
J. Electronic Imaging
Eliza Yingzi Du, Chein-I Chang, Paul D. Thouin
2003 J jnl
Classification of clustered microcalcifications using a Shape Cognitron neural network.
Neural Networks
San-Kan Lee, Pau-Choo Chung, Chein-I Chang, Chien-Shun Lo, Tain Lee, Giu-Cheng Hsu, Chin-Wen Yang
2003 J jnl
Detection of Spectral Signatures in Multispectral MR Images for Classification.
IEEE Trans. Medical Imaging
Chuin-Mu Wang, Clayton Chi-Chang Chen, Yi-Nung Chung, Sheng-Chih Yang, Pau-Choo Chung, Ching-Wen Yang, Chein-I Chang
2003 — book
Hyperspectral Imaging - Techniques for Spectral Detection and Classification
Chein-I Chang
2002 C conf
A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis.
IGARSS
Qian Du, Hsuan Ren, Chein-I Chang
2002 J jnl
Anomaly detection and classification for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Shao-Shan Chiang
2002 C conf
Automatic thresholding abundance fractional images for mixed pixel classification.
IGARSS
Shao-Shan Chiang, Chein-I Chang
2002 J jnl
Linear spectral random mixture analysis for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Shao-Shan Chiang, James A. Smith, Irving W. Ginsberg
2002 — conf
Multistage predictive coding approach to unsupervised text detection in video images.
Document Recognition and Retrieval
Eliza Y. Du, Paul D. Thouin, Chein-I Chang
2002 J jnl
Target signature-constrained mixed pixel classification for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
2002 — conf
Thresholding Video Images for Text Detection.
ICPR (3)
Eliza Yingzi Du, Chein-I Chang
2002 C conf
Unsupervised Kalman filter approach to signature estimation for remotely sensed imagery.
IGARSS
Jianwei Wang, Chein-I Chang
2001 J jnl
A linear constrained distance-based discriminant analysis for hyperspectral image classification.
Pattern Recognit.
Qian Du, Chein-I Chang
2001 J jnl
A quantitative and comparative analysis of linear and nonlinear spectral mixture models using radial basis function neural networks.
IEEE Trans. Geosci. Remote. Sens.
Kerri J. Guilfoyle, Mark L. G. Althouse, Chein-I Chang
2001 J jnl
Automated system for restoration of low-resolution document and text images.
J. Electronic Imaging
Paul D. Thouin, Chein-I Chang
2001 J jnl
Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Daniel C. Heinz, Chein-I Chang
2001 — conf
Medical Imaging 2001; Haystack is here, but how to find a (relevant) needle? A survey of existing content-based image retrieval systems.
CARS
Robert T. Macura, Edward Staab, James Vucich, Katarzyna J. Macura, Chein-I Chang, Tomasz J. Macura
2001 J jnl
Real-time processing algorithms for target detection and classification in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Hsuan Ren, Shao-Shan Chiang
2001 J jnl
Unsupervised target detection in hyperspectral images using projection pursuit.
IEEE Trans. Geosci. Remote. Sens.
Shao-Shan Chiang, Chein-I Chang, Irving W. Ginsberg
2000 J jnl
A computer-aided design mammography screening system for detection and classification of microcalcifications.
Int. J. Medical Informatics
San-Kan Lee, Chien-Shun Lo, Chuin-Mu Wang, Pau-Choo Chung, Chein-I Chang, Ching-Wen Yang, Pi-Chang Hsu
2000 J jnl
A generalized orthogonal subspace projection approach to unsupervised multispectral image classification.
IEEE Trans. Geosci. Remote. Sens.
Hsuan Ren, Chein-I Chang
2000 J jnl
A method for restoration of low-resolution document images.
Int. J. Document Anal. Recognit.
Paul D. Thouin, Chein-I Chang
2000 J jnl
An experiment-based quantitative and comparative analysis of target detection and image classification algorithms for hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Hsuan Ren
2000 J jnl
An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis.
IEEE Trans. Inf. Theory
Chein-I Chang
2000 J jnl
Constrained subpixel target detection for remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Daniel C. Heinz
2000 J jnl
Unsupervised hyperspectral image analysis with projection pursuit.
IEEE Trans. Geosci. Remote. Sens.
Agustin Ifarraguerri, Chein-I Chang
1999 J jnl
A Kalman filtering approach to multispectral image classification and detection of changes in signature abundance.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Clark M. Brumbley
1999 J jnl
A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Qian Du, Tzu-Lung Sun, Mark L. G. Althouse
1999 B conf
An interference rejection-based radial basis function neural network for hyperspectral image classification.
IJCNN
Qian Du, Chein-I Chang
1999 J jnl
An oblique subspace projection approach for mixed pixel classification in hyperspectral images.
Pattern Recognit.
Te-Ming Tu, Hsuen-Chyun Shyu, Ching-Hai Lee, Chein-I Chang
1999 J jnl
An unsupervised vector quantization-based target subspace projection approach to mixed pixel detection and classification in unknown background for remotely sensed imagery.
Pattern Recognit.
Clark M. Brumbley, Chein-I Chang
1999 J jnl
Interference and noise-adjusted principal components analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Qian Du
1999 J jnl
Multispectral and hyperspectral image analysis with convex cones.
IEEE Trans. Geosci. Remote. Sens.
Agustin Ifarraguerri, Chein-I Chang
1999 J jnl
Robust radial basis function neural networks.
IEEE Trans. Syst. Man Cybern. Part B
Chien-Cheng Lee, Pau-Choo Chung, Jea-Rong Tsai, Chein-I Chang
1998 J jnl
A fast two-stage classification method for high-dimensional remote sensing data.
IEEE Trans. Geosci. Remote. Sens.
Te-Ming Tu, Chin-Hsing Chen, Jiunn-Lin Wu, Chein-I Chang
1998 J jnl
A noise subspace projection approach to target signature detection and extraction in an unknown background for hyperspectral images.
IEEE Trans. Geosci. Remote. Sens.
Te-Ming Tu, Chin-Hsing Chen, Chein-I Chang
1998 J jnl
An automatic diagnostic system for CT liver image classification.
IEEE Trans. Biomed. Eng.
E-Liang Chen, Pau-Choo Chung, Ching-Liang Chen, Hong-Ming Tsai, Chein-I Chang
1998 — conf
Constrained nonlinear restoration of JPEG compressed low-resolution text from gray scale images using a Gibbs-Markov random field prior.
Document Recognition
Paul D. Thouin, Chein-I Chang
1998 J jnl
Further results on relationship between spectral unmixing and subspace projection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang
1997 J jnl
A posteriori least squares orthogonal subspace projection approach to desired signature extraction and detection.
IEEE Trans. Geosci. Remote. Sens.
Te-Ming Tu, Chin-Hsing Chen, Chein-I Chang
1996 — conf
A sigmoidal radial basis function neural network for function approximation.
ICNN
Jea-Rong Tsai, Pau-Choo Chung, Chein-I Chang
1996 — conf
Implementation of a 3-D model for neocognitron.
ICNN
Youguang Xu, Chein-I Chang
1995 — conf
Image segmentation by local entropy methods.
ICIP (3)
Mark L. G. Althouse, Chein-I Chang
1994 J jnl
A relative entropy-based approach to image thresholding.
Pattern Recognit.
Chein-I Chang, Kebo Chen, Jianwei Wang, Mark L. G. Althouse
1994 J jnl
Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach.
IEEE Trans. Geosci. Remote. Sens.
Joseph Harsanyi, Chein-I Chang
1993 J jnl
A complete sufficient statistic for finite-state Markov processes with application to source coding.
IEEE Trans. Inf. Theory
Laurence B. Wolfe, Chein-I Chang
1993 J jnl
A simple method for calculating the rate distortion function of a source with an unknown parameter.
Signal Process.
Laurence B. Wolfe, Chein-I Chang
1992 J jnl
Source matching problems revisited.
IEEE Trans. Inf. Theory
Chein-I Chang, Laurence B. Wolfe
1990 J jnl
On Numerical Methods of Calculating the Capacity of Continuous-Input Discrete-Output Memoryless Channels
Inf. Comput.
Chein-I Chang, Simon C. Fan, Lee D. Davisson
1990 J jnl
Two iterative algorithms for finding minimax solutions.
IEEE Trans. Inf. Theory
Chein-I Chang, Lee D. Davisson
1989 Misc conf
A counterpart of Remez's algorithms in statistical decision theory: Chang-Davisson's algorithms.
ICASSP
Chein-I Chang, Lee D. Davisson
1988 J jnl
On calculating the capacity of an infinite-input finite (infinite)-output channel.
IEEE Trans. Inf. Theory
Chein-I Chang, Lee D. Davisson