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Chein-I Chang
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2020 – today
- 2024
- [j194]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:
Detection of White Matter Hyperintensities in Magnetic Resonance Imaging by Hyperspectral Subpixel Detection. IEEE Access 12: 111992-112007 (2024) - [j193]Chein-I Chang, Shuhan Chen, Shengwei Zhong, Yidan Shi:
Exploration of Data Scene Characterization and 3D ROC Evaluation for Hyperspectral Anomaly Detection. Remote. Sens. 16(1): 135 (2024) - [j192]Chein-I Chang, Yi-Mei Kuo, Kenneth-Yeonkong Ma:
Band Selection via Band Density Prominence Clustering for Hyperspectral Image Classification. Remote. Sens. 16(6): 942 (2024) - [j191]Chein-I Chang:
Constrained Energy Minimization (CEM) for Hyperspectral Target Detection: Theory and Generalizations. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [j190]Chein-I Chang, Chien-Yu Lin, Peter Fu-Ming Hu:
Band Sampling of Hyperspectral Anomaly Detection in Effective Anomaly Space. IEEE Trans. Geosci. Remote. Sens. 62: 1-29 (2024) - [j189]Chein-I Chang, Chia-Chen Liang, Peter Fu-Ming Hu:
Iterative Gaussian-Laplacian Pyramid Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-22 (2024) - [j188]Lan Li, Qiang Zhang, Meiping Song, Chein-I Chang:
Feedback Band Group and Variation Low-Rank Sparse Model for Hyperspectral Image Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j187]Shihui Liu, Meiping Song, Bing Xue, Chein-I Chang, Mengjie Zhang:
Hyperspectral Real-Time Local Anomaly Detection Based on Finite Markov via Line-by-Line Processing. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j186]Chunyan Yu, Xiaowen Zhao, Baoyu Gong, Yabin Hu, Meiping Song, Haoyang Yu, Chein-I Chang:
Distillation-Constrained Prototype Representation Network for Hyperspectral Image Incremental Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [c94]Shao-Ting Chen, Yen-Chieh Ouyang, Min-Shao Shih, Tsang-Sen Liu, Chein-I Chang:
Fusarium Wilt Detection in Phalaenopsis Through Integrated Hyperspectral Imaging and Deep Learning Techniques. IGARSS 2024: 9446-9449 - [c93]Yu-Ting Wu, Hung-Wen Tsai, Pau-Choo Chung, Chein-I Chang, Nien-Tsu Li, Yu-Xian Huang, Kuo-Sheng Cheng:
Domain Generalization with Anti-background Perturbation Consistency and Texture Reduction Ensemble Models for Hepatocyte Nucleus Segmentation. ISCAS 2024: 1-5 - 2023
- [j185]Chein-I Chang, Yi-Mei Kuo, Peter Fu-Ming Hu:
Unsupervised Rate Distortion Function-Based Band Subset Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j184]Chein-I Chang, Chien-Yu Lin, Pau-Choo Chung, Peter Fu-Ming Hu:
Iterative Spectral-Spatial Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-30 (2023) - [j183]Chein-I Chang, Chia-Chen Liang, Peter Fu-Ming Hu:
Iterative Random Training Sampling Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-26 (2023) - [c92]Kai-Chun Chang, Shao-An Chou, Min-Shao Shih, Tsang-Sen Liu, Yen-Chieh Ouyang, Chein-I Chang, Shao-Ting Chen:
Detection and Analysis of Phalaenopsis Fusarium Wilt Using Machine Learning. IGARSS 2023: 5305-5308 - 2022
- [j182]Chunyan Yu, Caiyu Liu, Meiping Song, Chein-I Chang:
Unsupervised Domain Adaptation With Content-Wise Alignment for Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j181]Chunyan Yu, Sijia Zhou, Meiping Song, Chein-I Chang:
Semisupervised Hyperspectral Band Selection Based on Dual-Constrained Low-Rank Representation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j180]Chein-I Chang, Meiping Song, Chunyan Yu, Yulei Wang, Haoyang Yu, Jiaojiao Li, Lin Wang, Hsiao-Chi Li, Xiaorun Li:
Editorial for Special Issue "Advances in Hyperspectral Data Exploitation". Remote. Sens. 14(20): 5111 (2022) - [j179]Chein-I Chang:
Hyperspectral Target Detection: Hypothesis Testing, Signal-to-Noise Ratio, and Spectral Angle Theories. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j178]Chein-I Chang:
Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-20 (2022) - [j177]Chein-I Chang:
Band Sampling for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-24 (2022) - [j176]Chein-I Chang:
Constrained Energy Minimization Anomaly Detection for Hyperspectral Imagery via Dummy Variable Trick. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j175]Chein-I Chang:
Effective Anomaly Space for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-24 (2022) - [j174]Chein-I Chang:
Target-to-Anomaly Conversion for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-28 (2022) - [j173]Chein-I Chang:
Comprehensive Analysis of Receiver Operating Characteristic (ROC) Curves for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-24 (2022) - [j172]Chein-I Chang, Jie Chen:
Hyperspectral Anomaly Detection by Data Sphering and Sparsity Density Peaks. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j171]Chein-I Chang, Kenneth-Yeonkong Ma:
Band Sampling of Kernel Constrained Energy Minimization Using Training Samples for Hyperspectral Mixed Pixel Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j170]Jie Chen, Chein-I Chang:
Background-Annihilated Target-Constrained Interference-Minimized Filter (TCIMF) for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-24 (2022) - [j169]Shuhan Chen, Chein-I Chang, Xiaorun Li:
Component Decomposition Analysis for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-22 (2022) - [j168]Fang Li, Meiping Song, Chunyan Yu, Yulei Wang, Chein-I Chang:
Progressive Band Subset Fusion for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-24 (2022) - [j167]Kenneth-Yeonkong Ma, Chein-I Chang:
Kernel-Based Constrained Energy Minimization for Hyperspectral Mixed Pixel Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-23 (2022) - [j166]Xiao-Di Shang, Meiping Song, Chein-I Chang:
Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j165]Meiping Song, Fang Li, Chunyan Yu, Chein-I Chang:
Sequential Band Fusion for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j164]Meiping Song, Tingting Yang, Hongju Cao, Fang Li, Bai Xue, Sen Li, Chein-I Chang:
Bi-Endmember Semi-NMF Based on Low-Rank and Sparse Matrix Decomposition. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j163]Chunyan Yu, Baoyu Gong, Meiping Song, Enyu Zhao, Chein-I Chang:
Multiview Calibrated Prototype Learning for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j162]Chunyan Yu, Rui Han, Meiping Song, Caiyu Liu, Chein-I Chang:
Feedback Attention-Based Dense CNN for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j161]Chunyan Yu, Jiahui Huang, Meiping Song, Yulei Wang, Chein-I Chang:
Edge-Inferring Graph Neural Network With Dynamic Task-Guided Self-Diagnosis for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j160]Chunyan Yu, Sijia Zhou, Meiping Song, Baoyu Gong, Enyu Zhao, Chein-I Chang:
Unsupervised Hyperspectral Band Selection via Hybrid Graph Convolutional Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - 2021
- [j159]Xiao-Di Shang, Meiping Song, Chein-I Chang:
An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(9): 1625-1629 (2021) - [j158]Chein-I Chang, Hongju Cao, Meiping Song:
Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4915-4932 (2021) - [j157]Charles J. Della Porta, Chein-I Chang:
Estimating Optimal Number of Compressively Sensed Bands for Hyperspectral Classification via Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11775-11788 (2021) - [j156]Chunyan Yu, Caiyu Liu, Haoyang Yu, Meiping Song, Chein-I Chang:
Unsupervised Domain Adaptation With Dense-Based Compaction for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12287-12299 (2021) - [j155]Charles J. Della Porta, Chein-I Chang:
Progressive Compressively Sensed Band Processing for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 59(3): 2378-2390 (2021) - [j154]Chein-I Chang, Hongju Cao, Shuhan Chen, Xiao-Di Shang, Chunyan Yu, Meiping Song:
Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(3): 2403-2429 (2021) - [j153]Shuhan Chen, Shengwei Zhong, Bai Xue, Xiaorun Li, Liaoying Zhao, Chein-I Chang:
Iterative Scale-Invariant Feature Transform for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 59(4): 3244-3265 (2021) - [j152]Shengwei Zhong, Shuhan Chen, Chein-I Chang, Ye Zhang:
Fusion of Spectral-Spatial Classifiers for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(6): 5008-5027 (2021) - [j151]Chein-I Chang:
An Effective Evaluation Tool for Hyperspectral Target Detection: 3D Receiver Operating Characteristic Curve Analysis. IEEE Trans. Geosci. Remote. Sens. 59(6): 5131-5153 (2021) - [j150]Chein-I Chang, Yi-Mei Kuo, Shuhan Chen, Chia-Chen Liang, Kenneth-Yeonkong Ma, Peter Fu-Ming Hu:
Self-Mutual Information-Based Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 5979-5997 (2021) - [j149]Xiao-Di Shang, Meiping Song, Yulei Wang, Chunyan Yu, Haoyang Yu, Fang Li, Chein-I Chang:
Target-Constrained Interference-Minimized Band Selection for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 59(7): 6044-6064 (2021) - [j148]Kenneth-Yeonkong Ma, Chein-I Chang:
Iterative Training Sampling Coupled With Active Learning for Semisupervised Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(10): 8672-8692 (2021) - [j147]Chein-I Chang, Jie Chen:
Orthogonal Subspace Projection Using Data Sphering and Low-Rank and Sparse Matrix Decomposition for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 59(10): 8704-8722 (2021) - [c91]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:
Using Hyperspectral Imaging and Deep Neural Network to Detect Fusarium Wilton Phalaenopsis. IGARSS 2021: 4416-4419 - [c90]Qingyu Zhu, Yulei Wang, Fengchao Wang, Meiping Song, Chein-I Chang:
Hyperspectral Band Selection Based on Improved Affinity Propagation. WHISPERS 2021: 1-4 - 2020
- [j146]Meiping Song, Chunyan Yu, Hongye Xie, Chein-I Chang:
Progressive Band Selection Processing of Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(10): 1762-1766 (2020) - [j145]Xianping Fu, Xiao-Di Shang, Xudong Sun, Haoyang Yu, Meiping Song, Chein-I Chang:
Underwater Hyperspectral Target Detection with Band Selection. Remote. Sens. 12(7): 1056 (2020) - [j144]Shuhan Chen, Bai Xue, Han Yang, Xiaorun Li, Liaoying Zhao, Chein-I Chang:
Optical Remote Sensing Image Registration Using Spatial-Consistency and Average Regional Information Divergence Minimization via Quantum-Behaved Particle Swarm Optimization. Remote. Sens. 12(18): 3066 (2020) - [j143]Chunyan Yu, Rui Han, Meiping Song, Caiyu Liu, Chein-I Chang:
A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2485-2501 (2020) - [j142]Chein-I Chang, Kenneth-Yeonkong Ma, Chia-Chen Liang, Yi-Mei Kuo, Shuhan Chen, Shengwei Zhong:
Iterative Random Training Sampling Spectral Spatial Classification for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3986-4007 (2020) - [j141]Adam A. Bekit, Chein-I Chang, Bernard H. Lampe, Charles J. Della Porta, Chao-Cheng Wu:
N-FINDER for Finding Endmembers in Compressively Sensed Band Domain. IEEE Trans. Geosci. Remote. Sens. 58(2): 1087-1101 (2020) - [j140]Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Chein-I Chang, Gang He:
Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58(4): 2352-2365 (2020) - [j139]Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Chein-I Chang, Zhen Li:
Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(5): 3426-3436 (2020) - [j138]Bernard H. Lampe, Chein-I Chang, Adam A. Bekit, Charles J. Della Porta:
Restricted Entropy and Spectrum Properties for the Compressively Sensed Domain in Hyperspectral Imaging. IEEE Trans. Geosci. Remote. Sens. 58(8): 5642-5652 (2020) - [j137]Jie Lei, Shuo Fang, Weiying Xie, Yunsong Li, Chein-I Chang:
Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning. IEEE Trans. Geosci. Remote. Sens. 58(10): 7406-7417 (2020) - [j136]Meiping Song, Xiao-Di Shang, Chein-I Chang:
3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(11): 8093-8115 (2020) - [c89]Hongju Cao, Xiao-Di Shang, Chunyan Yu, Meiping Song, Chein-I Chang:
Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition. IGARSS 2020: 477-480 - [c88]Xiao-Di Shang, Meiping Song, Yulei Wang, Haoyang Yu, Chein-I Chang:
Hyperspectral Target Detection Based on Target-Constrained Interference-Minimized Band Selection. IGARSS 2020: 2033-2036 - [c87]Fang Li, Meiping Song, Chein-I Chang:
Hyperspectral Anomaly Detection Via Band Fusion. IGARSS 2020: 2324-2327 - [c86]Jie Chen, Hongju Cao, Shuhan Chen, Chein-I Chang:
A Fast Low Rank Approximation and Sparsity Representation Approach to Hyperspectral Anomaly Detection. IGARSS 2020: 2432-2435 - [c85]Hongju Cao, Xiao-Di Shang, Yulei Wang, Meiping Song, Shuhan Chen, Chein-I Chang:
GO Decomposition (GoDec) Approach to Finding Low Rank and Sparsity Matrices for Hyperspectral Target Detection. IGARSS 2020: 2807-2810 - [c84]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:
Fusarium Wilt Inspection for Phalaenopsis Using Uniform Interval Hyperspectral Band Selection Techniques. IGARSS 2020: 2831-2834
2010 – 2019
- 2019
- [j135]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:
An Iterative Mixed Pixel Classification for Brain Tissues and White Matter Hyperintensity in Magnetic Resonance Imaging. IEEE Access 7: 124674-124687 (2019) - [j134]Shengwei Zhong, Chein-I Chang, Ye Zhang:
Iterative Edge Preserving Filtering Approach to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(1): 90-94 (2019) - [j133]Yanzi Shi, Jie Lei, Yaping Yin, Kailang Cao, Yunsong Li, Chein-I Chang:
Discriminative Feature Learning With Distance Constrained Stacked Sparse Autoencoder for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 16(9): 1462-1466 (2019) - [j132]Jie Lei, Lingyun Wu, Yunsong Li, Weiying Xie, Chein-I Chang, Jintao Zhang, Biying Huang:
A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images. Remote. Sens. 11(2): 146 (2019) - [j131]Chein-I Chang, Meiping Song, Junping Zhang, Chao-Cheng Wu:
Editorial for Special Issue "Hyperspectral Imaging and Applications". Remote. Sens. 11(17): 2012 (2019) - [j130]Yulei Wang, Lin Wang, Hongye Xie, Chein-I Chang:
Fusion of Various Band Selection Methods for Hyperspectral Imagery. Remote. Sens. 11(18): 2125 (2019) - [j129]Chunyan Yu, Meng Zhao, Meiping Song, Yulei Wang, Fang Li, Rui Han, Chein-I Chang:
Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1866-1881 (2019) - [j128]Shengwei Zhong, Chein-I Chang, Jiaojiao Li, Xiao-Di Shang, Shuhan Chen, Meiping Song, Ye Zhang:
Class Feature Weighted Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4728-4745 (2019) - [j127]Chunyan Yu, Yulei Wang, Meiping Song, Chein-I Chang:
Class Signature-Constrained Background- Suppressed Approach to Band Selection for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(1): 14-31 (2019) - [j126]Chein-I Chang:
Statistical Detection Theory Approach to Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(4): 2057-2074 (2019) - [j125]Yulei Wang, Lin Wang, Chunyan Yu, Enyu Zhao, Meiping Song, Chia-Hsien Wen, Chein-I Chang:
Constrained-Target Band Selection for Multiple-Target Detection. IEEE Trans. Geosci. Remote. Sens. 57(8): 6079-6103 (2019) - [j124]Jie Lei, Weiying Xie, Jian Yang, Yunsong Li, Chein-I Chang:
Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 57(10): 8131-8143 (2019) - [j123]Charles J. Della Porta, Adam A. Bekit, Bernard H. Lampe, Chein-I Chang:
Hyperspectral Image Classification via Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. 57(10): 8290-8303 (2019) - [j122]Meiping Song, Xiao-Di Shang, Yulei Wang, Chunyan Yu, Chein-I Chang:
Class Information-Based Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(11): 8394-8416 (2019) - [j121]Shengwei Zhong, Ye Zhang, Chein-I Chang:
A Spectral-Spatial Feedback Close Network System for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(12): 10056-10069 (2019) - [c83]Bai Xue, Shuhan Chen, Chia-Chen Liang, Shengwei Zhong, Peter Fu-Ming Hu, Chein-I Chang:
Urban Area Impervious Surface Estimation by Subpixel Unmixing. IGARSS 2019: 1895-1898 - [c82]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:
Quality Inspection of Phalaenopsis Hybrids Using Hyperspectral Band Selection Techniques. IGARSS 2019: 2201-2204 - [c81]Chia-Chen Liang, Yi-Mei Kuo, Kenneth-Yeonkong Ma, Peter Fu-Ming Hu, Chein-I Chang:
Iterative Random Training Sample Selection for Hyperspectral Image Classification. IGARSS 2019: 2742-2745 - [c80]Fang Li, Hongju Cao, Xiao-Di Shang, Meiping Song, Chunyan Yu, Chein-I Chang:
Uniform Band Interval Divided Band Selection. IGARSS 2019: 3816-3819 - 2018
- [j120]Chunyan Yu, Meiping Song, Chein-I Chang:
Band Subset Selection for Hyperspectral Image Classification. Remote. Sens. 10(1): 113 (2018) - [j119]Jie Lei, Yunsong Li, Dongsheng Zhao, Jing Xie, Chein-I Chang, Lingyun Wu, Xuepeng Li, Jintao Zhang, Wenguang Li:
A Deep Pipelined Implementation of Hyperspectral Target Detection Algorithm on FPGA Using HLS. Remote. Sens. 10(4): 516 (2018) - [j118]Chunyan Yu, Bai Xue, Meiping Song, Yulei Wang, Sen Li, Chein-I Chang:
Iterative Target-Constrained Interference-Minimized Classifier for Hyperspectral Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1095-1117 (2018) - [j117]Chein-I Chang:
A Review of Virtual Dimensionality for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1285-1305 (2018) - [j116]Chein-I Chang:
Spectral Inter-Band Discrimination Capacity of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(3): 1749-1766 (2018) - [j115]Chunyan Yu, Li-Chien Lee, Chein-I Chang, Bai Xue, Meiping Song, Jian Chen:
Band-Specified Virtual Dimensionality for Band Selection: An Orthogonal Subspace Projection Approach. IEEE Trans. Geosci. Remote. Sens. 56(5): 2822-2832 (2018) - [j114]Yulei Wang, Li-Chien Lee, Bai Xue, Lin Wang, Meiping Song, Chunyan Yu, Sen Li, Chein-I Chang:
A Posteriori Hyperspectral Anomaly Detection for Unlabeled Classification. IEEE Trans. Geosci. Remote. Sens. 56(6): 3091-3106 (2018) - [c79]Chunyan Yu, Fang Li, Chein-I Chang, Kun Cen, Meng Zhao:
Deep 2D Convolutional Neural Network with Deconvolution Layer for Hyperspectral Image Classification. CSPS (2) 2018: 149-156 - [c78]Meiping Song, En Li, Chein-I Chang, Yulei Wang, Chunyan Yu:
Spectral Characteristics of Nitrogen and Phosphorus in Water. CSPS (2) 2018: 569-578 - [c77]Yulei Wang, Yiming Zhao, Yun Xia, Chein-I Chang, Meiping Song, Chunyan Yu:
Joint Kurtosis-Skewness-Based Background Smoothing for Local Hyperspectral Anomaly Detection. CSPS (2) 2018: 587-593 - [c76]Chunyan Yu, Kun Cen, Chein-I Chang, Fang Li:
Unsupervised Hyperspectral Band Selection Method Based on Low-Rank Representation. CSPS (1) 2018: 1053-1061 - [c75]Shengwei Zhong, Chein-I Chang, Ye Zhang:
Iterative Support Vector Machine for Hyperspectral Image Classification. ICIP 2018: 3309-3312 - [c74]Meiping Song, Xiao-Di Shang, Chunyan Yu, Jubai An, Chein-I Chang:
Research On Broken Corner And Black Edge Detection Of Solar Cell. ICMLC 2018: 80-84 - [c73]Meiping Song, Yue-Jing Cao, Chunyan Yu, Jubai An, Chein-I Chang:
Solar Image Matching Based on Improved Freak Algorithm. ICMLC 2018: 126-131 - [c72]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:
Detection of Fusarium Wilt on Phalaenopsis Stem Base Region Using Band Selection Techniques. IGARSS 2018: 2777-2780 - [c71]Chien-Yu Lin, Chinsu Lin, Chein-I Chang:
A Multilevel Slicing Based Coding Method for Tree Detection. IGARSS 2018: 7524-7527 - [c70]Meiping Song, Dong An, Chunyan Yu, Jin Huang, Chein-I Chang:
GPU Implentation of Recursive Automatic Target Generation Process and Recursive Orthogonal Subspace Projection in Hyperspectral Imagery. WHISPERS 2018: 1-5 - [c69]Meiping Song, Ming Xu, Chein-I Chang:
Algorithm Research on Endmember Extraction Combined With Distribution Statistics. WHISPERS 2018: 1-4 - [c68]Chunyan Yu, Jin Huang, Meiping Song, Dong An, Chein-I Chang:
Recursive Orthogonal Vector Projection for Hyperspectral Image Abundance Estimation Based on GUP. WHISPERS 2018: 1-4 - [c67]Meng Zhao, Chunyan Yu, Meiping Song, Chein-I Chang:
A Semantic Feature Extraction Method For Hyperspectral Image Classification Based On Hashing Learning. WHISPERS 2018: 1-5 - 2017
- [j113]Chein-I Chang, Yao Li, Yulei Wang:
Progressive Band Processing of Fast Iterative Pixel Purity Index for Finding Endmembers. IEEE Geosci. Remote. Sens. Lett. 14(9): 1464-1468 (2017) - [j112]Lin Wang, Hsiao-Chi Li, Bai Xue, Chein-I Chang:
Constrained Band Subset Selection for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14(11): 2032-2036 (2017) - [j111]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:
A Hyperspectral Imaging Approach to White Matter Hyperintensities Detection in Brain Magnetic Resonance Images. Remote. Sens. 9(11): 1174 (2017) - [j110]Chein-I Chang, Hsiao-Chi Li, Chao-Cheng Wu, Meiping Song:
Recursive Geometric Simplex Growing Analysis for Finding Endmembers in Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 296-308 (2017) - [j109]Chein-I Chang, Li-Chien Lee, Bai Xue, Meiping Song, Jian Chen:
Channel Capacity Approach to Hyperspectral Band Subset Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(10): 4630-4644 (2017) - [j108]Chein-I Chang:
Adaptive Linear Spectral Mixture Analysis. IEEE Trans. Geosci. Remote. Sens. 55(3): 1240-1253 (2017) - [j107]Lin Wang, Chein-I Chang, Li-Chien Lee, Yulei Wang, Bai Xue, Meiping Song, Chunyan Yu, Sen Li:
Band Subset Selection for Anomaly Detection in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 55(9): 4887-4898 (2017) - [j106]Bai Xue, Chunyan Yu, Yulei Wang, Meiping Song, Sen Li, Lin Wang, Hsian-Min Chen, Chein-I Chang:
A Subpixel Target Detection Approach to Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(9): 5093-5114 (2017) - [c66]Yulei Wang, Bai Xue, Lin Wang, Hsiao-Chi Li, Li-Chien Lee, Chunyan Yu, Meiping Song, Sen Li, Chein-I Chang:
Iterative anomaly detection. IGARSS 2017: 586-589 - [c65]Bai Xue, Shih-Yu Chen, Chunyuan Yu, Yulei Wang, Lin Wang, Meiping Song, Sen Li, Chein-I Chang:
Kernel automatic target generation process. IGARSS 2017: 636-639 - [c64]Chunyan Yu, Bai Xue, Yulei Wang, Meiping Song, Lin Wang, Sen Li, Shih-Yu Chen, Chein-I Chang:
Multi-class constrained background suppression approach to hyperspectral image classification. IGARSS 2017: 3357-3360 - [c63]Kenneth-Yeonkong Ma, Yi-Mei Kuo, Yen-Chieh Ouyang, Chein-I Chang:
Improving pesticide residues detection using band prioritization and constrained energy minimization. IGARSS 2017: 4802-4805 - [c62]Hsian-Min Chen, Hsin Che Wang, Yung-Chieh Chang, Jyh Wen Chai, Clayton Chi-Chang Chen, Che-Lun Hung, Chein-I Chang:
A Supervised Hybrid Classifier for Brain Tissues and White Matter Lesions on Multispectral MRI. ISPAN-FCST-ISCC 2017: 375-379 - 2016
- [j105]Chein-I Chang, Wei Xiong, Shih-Yu Chen:
Convex cone volume analysis for finding endmembers in hyperspectral imagery. Int. J. Comput. Sci. Eng. 12(2/3): 209-236 (2016) - [j104]Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong, Yanli Qiao, Chao-Cheng Wu, Chein-I Chang:
Multispectral, Hyperspectral, and Polarimetric Imaging Technology. J. Sensors 2016: 5634542:1-5634542:2 (2016) - [j103]Hsiao-Chi Li, Chein-I Chang, Meiping Song:
Recursive Band Processing of Orthogonal Subspace Projection for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 13(1): 3-7 (2016) - [j102]Chein-I Chang, Shih-Yu Chen, Hsiao-Chi Li, Hsian-Min Chen, Chia-Hsien Wen:
Comparative Study and Analysis Among ATGP, VCA, and SGA for Finding Endmembers in Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4280-4306 (2016) - [j101]Hsiao-Chi Li, Chein-I Chang:
Recursive Orthogonal Projection-Based Simplex Growing Algorithm. IEEE Trans. Geosci. Remote. Sens. 54(7): 3780-3793 (2016) - [j100]Chein-I Chang, Yao Li:
Recursive Band Processing of Automatic Target Generation Process for Finding Unsupervised Targets in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54(9): 5081-5094 (2016) - [c61]Li-Chien Lee, Yen Chieh Ouyang, Shih-Yu Chen, Chein-I Chang:
An information theoretical approach to multiple-band selection for hyperspectral imagery. IGARSS 2016: 2773-2776 - [c60]Hsiao-Chi Li, Chein-I Chang, Lin Wang, Yao Li:
Constrained multiple band selection for hyperspectral imagery. IGARSS 2016: 6149-6152 - [c59]Meiping Song, Liufen Cai, Bin Lin, Jubai An, Chein-I Chang:
Hyperspectral oil spill image segmentation using improved region-based active contour model. IGARSS 2016: 6352-6355 - [c58]Hsiao-Chi Li, Chein-I Chang:
Geometric simplex growing algorithm for finding endmembers in hyperspectral imagery. IGARSS 2016: 6549-6552 - [c57]Lin Wang, Chein-I Chang:
Multiple band selection for anomaly detection in hyperspectral imagery. IGARSS 2016: 7022-7025 - 2015
- [j99]Chein-I Chang, Cheng Gao, Shi-Yu Chen:
Recursive Automatic Target Generation Process in Subpixel Detection. IEEE Geosci. Remote. Sens. Lett. 12(9): 1848-1852 (2015) - [j98]Chein-I Chang, Hsiao-Chi Li, Meiping Song, Chunhong Liu, Lifu Zhang:
Real-Time Constrained Energy Minimization for Subpixel Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2545-2559 (2015) - [j97]Chein-I Chang, Chao-Cheng Wu, Keng-Hao Liu, Hsian-Min Chen, Clayton Chi-Chang Chen, Chia-Hsien Wen:
Progressive Band Processing of Linear Spectral Unmixing for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2583-2597 (2015) - [j96]Chein-I Chang, Chao-Cheng Wu:
Design and Development of Iterative Pixel Purity Index. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2676-2695 (2015) - [j95]Meiping Song, Shih-Yu Chen, Hsiao-Chi Li, Hsian-Min Chen, Clayton Chi-Chang Chen, Chein-I Chang:
Finding Virtual Signatures for Linear Spectral Mixture Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2704-2719 (2015) - [j94]Chein-I Chang, Yulei Wang, Shih-Yu Chen:
Anomaly Detection Using Causal Sliding Windows. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3260-3270 (2015) - [j93]Chein-I Chang, Yao Li, Marissa C. Hobbs, Robert C. Schultz, Wei-Min Liu:
Progressive Band Processing of Anomaly Detection in Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3558-3571 (2015) - [j92]Chein-I Chang, Robert C. Schultz, Marissa C. Hobbs, Shih-Yu Chen, Yulei Wang, Chunhong Liu:
Progressive Band Processing of Constrained Energy Minimization for Subpixel Detection. IEEE Trans. Geosci. Remote. Sens. 53(3): 1626-1637 (2015) - [j91]Meiping Song, Chein-I Chang:
A Theory of Recursive Orthogonal Subspace Projection for Hyperspectral Imaging. IEEE Trans. Geosci. Remote. Sens. 53(6): 3055-3072 (2015) - [c56]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:
Band weighting spectral measurement for detection of pesticide residues using hyperspectral remote sensing. IGARSS 2015: 457-460 - [c55]Chein-I Chang, Yao Li, Chao-Cheng Wu:
Band detection in hyperspectral imagery by pixel purity index. WHISPERS 2015: 1-4 - [c54]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:
Pesticide residue detection by hyperspectral imaging sensors. WHISPERS 2015: 1-4 - [c53]Shih-Yu Chen, Yen Chieh Ouyang, Chinsu Lin, Hsian-Min Chen, Cheng Gao, Chein-I Chang:
Progressive endmember finding by fully constrained least squares method. WHISPERS 2015: 1-4 - [c52]Cheng Gao, Shih-Yu Chen, Hsian-Min Chen, Chao-Cheng Wu, Chia-Hsien Wen, Chein-I Chang:
Fully abundance-constrained endmember finding for hyperspectral images. WHISPERS 2015: 1-4 - [c51]Li-Chien Lee, Drew Paylor, Chein-I Chang:
Anomaly discrimination and classification for hyperspectral imagery. WHISPERS 2015: 1-4 - [c50]Hsiao-Chi Li, Chein-I Chang:
An orthogonal projection approach to simplex growing algorithm. WHISPERS 2015: 1-4 - [c49]Hsiao-Chi Li, Chein-I Chang:
Linear spectral unmixing using least squares error, orthogonal projection and simplex volume for hyperspectral images. WHISPERS 2015: 1-4 - [c48]Yao Li, Cheng Gao, Chein-I Chang:
Progressive band processing of automatic target generation process. WHISPERS 2015: 1-4 - 2014
- [j90]Shih-Yu Chen, Yulei Wang, Chao-Cheng Wu, Chunhong Liu, Chein-I Chang:
Real-time causal processing of anomaly detection for hyperspectral imagery. IEEE Trans. Aerosp. Electron. Syst. 50(2): 1511-1534 (2014) - [j89]Chein-I Chang, Wei Xiong, Chia-Hsien Wen:
A Theory of High-Order Statistics-Based Virtual Dimensionality for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52(1): 188-208 (2014) - [j88]Chein-I Chang, Keng-Hao Liu:
Progressive Band Selection of Spectral Unmixing for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52(4): 2002-2017 (2014) - [c47]Meiping Song, Hsiao-Chi Li, Chein-I Chang, Yao Li:
Gram-Schmidt orthogonal vector projection for hyperspectral unmixing. IGARSS 2014: 2934-2937 - [c46]Shih-Yu Chen, Yen Chieh Ouyang, Chein-I Chang:
Recursive unsupervised fully constrained least squares methods. IGARSS 2014: 3462-3465 - [c45]Liaoying Zhao, Chein-I Chang, Shih-Yu Chen, Chao-Cheng Wu, Mingyang Fan:
Endmember-specified virtual dimensionality in hyperspectral imagery. IGARSS 2014: 3466-3469 - [c44]Cheng Gao, Chein-I Chang:
Recursive automatic target generation process for unsupervised hyperspectral target detection. IGARSS 2014: 3598-3601 - [c43]Hsiao-Chi Li, Meiping Song, Chein-I Chang:
Finding analytical solutions to abundance fully-constrained linear spectral mixture analysis. IGARSS 2014: 3682-3685 - [c42]Yulei Wang, Chunhui Zhao, Chein-I Chang:
Anomaly detection using sliding causal windows. IGARSS 2014: 4600-4603 - [c41]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:
Weighted Radial Basis Function Kernel-Based Support Vector Machines for Multispectral Magnetic Resonance Brain Image Classification. ICS 2014: 1970-1982 - [c40]Hsian-Min Chen, Jyh Wen Chai, Clayton Chi-Chang Chen, Yen Chieh Ouyang, Ching-Wen Yang, San-Kan Lee, Chein-I Chang:
Detection and Classification of MS Lesions in Multispectral MR Images. ICS 2014: 2044-2049 - [c39]Meiping Song, Yao Li, Lifu Zhang, Chein-I Chang:
Recursive orthogonal vector projection algorithm for linear spectral unmixing. WHISPERS 2014: 1-4 - 2013
- [j87]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. Int. J. Comput. Sci. Eng. 8(2): 87-110 (2013) - [j86]Chao-Cheng Wu, Chein-I Chang:
Does a simplex formed by endmembers really yield maximal volume? Int. J. Comput. Sci. Eng. 8(3): 274-280 (2013) - [j85]Chein-I Chang, Chia-Hsien Wen, Chao-Cheng Wu:
Relationship exploration among PPI, ATGP and VCA via theoretical analysis. Int. J. Comput. Sci. Eng. 8(4): 361-367 (2013) - [j84]Ganesh Saiprasad, Chein-I Chang, Nabile M. Safdar, Naomi Saenz, Eliot L. Siegel:
Adrenal Gland Abnormality Detection Using Random Forest Classification. J. Digit. Imaging 26(5): 891-897 (2013) - [j83]Keng-Hao Liu, Englin Wong, Chia-Hsien Wen, Chein-I Chang:
Kernel-Based Weighted Abundance Constrained Linear Spectral Mixture Analysis for Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 531-553 (2013) - [j82]Wei-Min Liu, Chein-I Chang:
Multiple-Window Anomaly Detection for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 644-658 (2013) - [j81]Hsian-Min Chen, Chinsu Lin, Shih-Yu Chen, Chia-Hsien Wen, Clayton Chi-Chang Chen, Yen Chieh Ouyang, Chein-I Chang:
PPI-SVM-Iterative FLDA Approach to Unsupervised Multispectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(4): 1834-1842 (2013) - [j80]Chein-I Chang, Wei Xiong, Chao-Cheng Wu:
Field-Programmable Gate Array Design of Implementing Simplex Growing Algorithm for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 51(3-2): 1693-1700 (2013) - [c38]Guan-Sheng Huang, Chao-Cheng Wu, Keng-Hao Liu, Chein-I Chang:
Real-time progressive band processing of Modified Fully Abundance-Constrained Spectral Unmixing. IGARSS 2013: 1454-1457 - 2012
- [j79]Chao-Cheng Wu, Hsian-Min Chen, Chein-I Chang:
Real-time N-finder processing algorithms for hyperspectral imagery. J. Real Time Image Process. 7(2): 105-129 (2012) - [j78]Keng-Hao Liu, Englin Wong, Eliza Yingzi Du, Clayton Chi-Chang Chen, Chein-I Chang:
Kernel-Based Linear Spectral Mixture Analysis. IEEE Geosci. Remote. Sens. Lett. 9(1): 129-133 (2012) - [c37]Colin F. Mackenzie, Lynn G. Stansbury, Peter Fu-Ming Hu, John Hess, Chein-I Chang, Shi-Yu Chen, Melissa Binder, Kate Dupuis, Joseph Dubose:
Prediction of massive blood transfusion (MT) using pre-hospital vital signs. AMIA 2012 - [c36]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 - [c35]Chein-I Chang, Chao-Cheng Wu:
Iterative Pixel Purity Index. WHISPERS 2012: 1-4 - [c34]Shih-Yu Chen, Chinsu Lin, Yen Chieh Ouyang, Chein-I Chang:
Unsupervised multispectral image classification. WHISPERS 2012: 1-4 - 2011
- [j77]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. IEEE J. Sel. Top. Signal Process. 5(3): 504-520 (2011) - [j76]Chein-I Chang, Haleh Safavi:
Progressive dimensionality reduction by transform for hyperspectral imagery. Pattern Recognit. 44(10-11): 2760-2773 (2011) - [j75]Craig A. Lee, Samuel D. Gasster, Antonio Plaza, Chein-I Chang, Bormin Huang:
Recent Developments in High Performance Computing for Remote Sensing: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 508-527 (2011) - [j74]Wei Xiong, Chein-I Chang, Chao-Cheng Wu, Konstantinos Kalpakis, Hsian-Min Chen:
Fast Algorithms to Implement N-FINDR for Hyperspectral Endmember Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 545-564 (2011) - [j73]Chein-I Chang, Su Wang, Keng-Hao Liu, Mann-Li Chang, Chinsu Lin:
Progressive Band Dimensionality Expansion and Reduction Via Band Prioritization for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 591-614 (2011) - [j72]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 Trans. Geosci. Remote. Sens. 49(11): 4123-4137 (2011) - [j71]Chein-I Chang, Chao-Cheng Wu, Ching-Tsorng Tsai:
Random N-Finder (N-FINDR) Endmember Extraction Algorithms for Hyperspectral Imagery. IEEE Trans. Image Process. 20(3): 641-656 (2011) - [c33]Shih-Yu Chen, Yen Chieh Ouyang, Chinsu Lin, Chein-I Chang:
Iterative support vector machine for hyperspectral image classification. IGARSS 2011: 1712-1715 - [c32]Keng-Hao Liu, Chein-I Chang:
Dynamic band selection for hyperspectral imagery. IGARSS 2011: 2365-2368 - 2010
- [j70]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. Signal Process. 2010 (2010) - [j69]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. Signal Process. 2010 (2010) - [j68]Chein-I Chang, Chao-Cheng Wu, Hsian-Min Chen:
Random Pixel Purity Index. IEEE Geosci. Remote. Sens. Lett. 7(2): 324-328 (2010) - [j67]Chein-I Chang, Chao-Cheng Wu, Chien-Shun Lo, Mann-Li Chang:
Real-Time Simplex Growing Algorithms for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 48(4-1): 1834-1850 (2010) - [j66]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 Trans. Geosci. Remote. Sens. 48(11): 3960-3979 (2010) - [c31]Wei Xiong, Chein-I Chang, Ching-Tsorng Tsai:
Estimation of virtual dimensionality in hyperspectral imagery by linear spectral mixture analysis. IGARSS 2010: 979-982
2000 – 2009
- 2009
- [j65]Chao-Cheng Wu, Chien-Shun Lo, Chein-I Chang:
Improved Process for Use of a Simplex Growing Algorithm for Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 6(3): 523-527 (2009) - [j64]Chein-I Chang, Sumit Chakravarty, Hsian-Min Chen, Yen Chieh Ouyang:
Spectral derivative feature coding for hyperspectral signature analysis. Pattern Recognit. 42(3): 395-408 (2009) - [j63]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. Medical Imaging 28(8): 1308-1316 (2009) - [c30]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 - [c29]Chao-Cheng Wu, Chein-I Chang, Husen Ren, Yang-Lang Chang:
Real-time Processing of Simplex Growing Algorithm. IGARSS (5) 2009: 220-223 - [c28]Xiaoli Jiao, Yingzi Du, Chein-I Chang:
Component analysis-based unsupervised linear spectral mixture analysis for hyperspectral imagery. WHISPERS 2009: 1-5 - [c27]Keng-Hao Liu, Englin Wong, Chein-I Chang:
Kernel-based Linear Spectral Mixture Analysis for hyperspectral image classification. WHISPERS 2009: 1-4 - 2008
- [j62]Pau-Choo Chung, Chein-I Chang, Qi Tian, Chien-Cheng Lee:
Signal Processing for Applications in Healthcare Systems. EURASIP J. Adv. Signal Process. 2008 (2008) - [j61]Antonio Plaza, Chein-I Chang:
Preface. Int. J. High Perform. Comput. Appl. 22(4): 363-365 (2008) - [j60]Antonio Plaza, Chein-I Chang:
Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery. Int. J. High Perform. Comput. Appl. 22(4): 366-385 (2008) - [j59]Mingkai Hsueh, Chein-I Chang:
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. 22(4): 408-423 (2008) - [j58]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. Eng. 55(6): 1666-1677 (2008) - [j57]Nicolas Dobigeon, Jean-Yves Tourneret, Chein-I Chang:
Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery. IEEE Trans. Signal Process. 56(7-1): 2684-2695 (2008) - [c26]Weimin Liu, Chein-I Chang:
Multiple-Window Anomaly Detection for Hyperspectral Imagery. IGARSS (2) 2008: 41-44 - [c25]Bharath Ramakrishna, Ganesh Saiprasad, Nabile M. Safdar, Khan M. Siddiqui, Chein-I Chang, Eliot L. Siegel:
A concurrent computer aided detection (CAD) tool for articular cartilage disease of the knee on MR imaging using active shape models. Medical Imaging: Computer-Aided Diagnosis 2008: 69153G - [c24]Bharath Ramakrishna, Nabile M. Safdar, Khan M. Siddiqui, Woojin Kim, Weimin Liu, Ganesh Saiprasad, Chein-I Chang, Eliot L. Siegel:
Automated discovery of meniscal tears on MR imaging: a novel high-performance computer-aided detection application for radiologists. Medical Imaging: Computer-Aided Diagnosis 2008: 691531 - 2007
- [j56]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) - [j55]Su Wang, Chein-I Chang:
Variable-Number Variable-Band Selection for Feature Characterization in Hyperspectral Signatures. IEEE Trans. Geosci. Remote. Sens. 45(9): 2979-2992 (2007) - [c23]Weimin Liu, Chein-I Chang:
Variants of Principal Components Analysis. IGARSS 2007: 1083-1086 - [c22]Chao-Cheng Wu, Chein-I Chang:
Does an endmember set really yield maximum simplex volume? IGARSS 2007: 3814-3816 - [c21]Bharath Ramakrishna, Weimin Liu, Nabile M. Safdar, Khan M. Siddiqui, Woojin Kim, Krishna Juluru, Chein-I Chang, Eliot L. Siegel:
Automatic CAD of meniscal tears on MR imaging: a morphology-based approach. Medical Imaging: Computer-Aided Diagnosis 2007: 651437 - 2006
- [j54]Chein-I Chang, Antonio Plaza:
A fast iterative algorithm for implementation of pixel purity index. IEEE Geosci. Remote. Sens. Lett. 3(1): 63-67 (2006) - [j53]Antonio Plaza, David Valencia, Javier Plaza, Chein-I Chang:
Parallel implementation of endmember extraction algorithms from hyperspectral data. IEEE Geosci. Remote. Sens. Lett. 3(3): 334-338 (2006) - [j52]Chein-I Chang, Baohong Ji:
Weighted abundance-constrained linear spectral mixture analysis. IEEE Trans. Geosci. Remote. Sens. 44(2): 378-388 (2006) - [j51]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 Trans. Geosci. Remote. Sens. 44(2): 409-419 (2006) - [j50]Chein-I Chang, Su Wang:
Constrained band selection for hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 44(6): 1575-1585 (2006) - [j49]Jing Wang, Chein-I Chang:
Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis. IEEE Trans. Geosci. Remote. Sens. 44(6): 1586-1600 (2006) - [j48]Chein-I Chang, Baohong Ji:
Fisher's linear spectral mixture analysis. IEEE Trans. Geosci. Remote. Sens. 44(8): 2292-2304 (2006) - [j47]Jing Wang, Chein-I Chang:
Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 44(9): 2601-2616 (2006) - [j46]Chein-I Chang, Chao-Cheng Wu, Weimin Liu, Yen Chieh Ouyang:
A New Growing Method for Simplex-Based Endmember Extraction Algorithm. IEEE Trans. Geosci. Remote. Sens. 44(10-1): 2804-2819 (2006) - [j45]Antonio Plaza, Chein-I Chang:
Impact of Initialization on Design of Endmember Extraction Algorithms. IEEE Trans. Geosci. Remote. Sens. 44(11-2): 3397-3407 (2006) - [p1]Bharath Ramakrishna, Antonio Plaza, Chein-I Chang, Hsuan Ren, Qian Du, Chein-Chi Chang:
Spectral/Spatial Hyperspectral Image Compression. Hyperspectral Data Compression 2006: 309-346 - 2005
- [j44]Chein-I Chang:
Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis. IEEE Trans. Geosci. Remote. Sens. 43(3): 502-518 (2005) - 2004
- [j43]Chein-I Chang, Qian Du:
Estimation of number of spectrally distinct signal sources in hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 42(3): 608-619 (2004) - [j42]Qian Du, Chein-I Chang:
Linear mixture analysis-based compression for hyperspectral image analysis. IEEE Trans. Geosci. Remote. Sens. 42(4): 875-891 (2004) - [j41]Qian Du, Chein-I Chang:
A signal-decomposed and interference-annihilated approach to hyperspectral target detection. IEEE Trans. Geosci. Remote. Sens. 42(4): 892-906 (2004) - [j40]Chein-I Chang, Hsuan Ren, Chein-Chi Chang, Francis D'Amico, James O. Jensen:
Estimation of subpixel target size for remotely sensed imagery. IEEE Trans. Geosci. Remote. Sens. 42(6): 1309-1320 (2004) - [c20]Jie Liang, George Zhao, Roger Xu, Chiman Kwan, Chein-I Chang:
Target detection with texture feature coding method and support vector machines. ICASSP (2) 2004: 713-716 - [c19]Yuan Chen, Chein-I Chang:
A new application of texture unit coding to mass classification for mammograms. ICIP 2004: 3335-3338 - [c18]Chein-I Chang, Weimin Liu, Chein-Chi Chang:
Discrimination and identification for subpixel targets in hyperspectral imagery. ICIP 2004: 3339-3342 - [c17]Weimin Liu, Chein-I Chang:
A nested spatial window-based approach to target detection for hyperspectral imagery. IGARSS 2004 - [c16]Jing Wang, Chein-I Chang:
A uniform projection-based unsupervised classification for hyperspectral imagery. IGARSS 2004: 3066-3068 - [c15]Mingkai Hsueh, Chein-I Chang:
Adaptive causal anomaly detection for hyperspectral imagery. IGARSS 2004: 3222-3224 - 2003
- [b1]Chein-I Chang:
Hyperspectral Imaging - Techniques for Spectral Detection and Classification. Kluwer 2003, ISBN 978-1-4613-4820-7, pp. 1-370 - [j39]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) - [j38]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) - [j37]Qian Du, Hsuan Ren, Chein-I Chang:
A comparative study for orthogonal subspace projection and constrained energy minimization. IEEE Trans. Geosci. Remote. Sens. 41(6): 1525-1529 (2003) - [j36]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. Medical Imaging 22(1): 50-61 (2003) - [c14]Eliza Yingzi Du, Chein-I Chang:
An unsupervised approach to color video thresholding. ICASSP (3) 2003: 373-376 - [c13]Eliza Yingzi Du, Chein-I Chang, Paul D. Thouin:
An unsupervised approach to color video thresholding. ICME 2003: 337-340 - 2002
- [j35]Chein-I Chang, Shao-Shan Chiang, James A. Smith, Irving W. Ginsberg:
Linear spectral random mixture analysis for hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 40(2): 375-392 (2002) - [j34]Chein-I Chang:
Target signature-constrained mixed pixel classification for hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 40(5): 1065-1081 (2002) - [j33]Chein-I Chang, Shao-Shan Chiang:
Anomaly detection and classification for hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 40(6): 1314-1325 (2002) - [c12]Eliza Y. Du, Paul D. Thouin, Chein-I Chang:
Multistage predictive coding approach to unsupervised text detection in video images. Document Recognition and Retrieval 2002: 12-19 - [c11]Eliza Yingzi Du, Chein-I Chang:
Thresholding Video Images for Text Detection. ICPR (3) 2002: 919- - [c10]Qian Du, Hsuan Ren, Chein-I Chang:
A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis. IGARSS 2002: 2575-2577 - [c9]Shao-Shan Chiang, Chein-I Chang:
Automatic thresholding abundance fractional images for mixed pixel classification. IGARSS 2002: 3375-3377 - [c8]Jianwei Wang, Chein-I Chang:
Unsupervised Kalman filter approach to signature estimation for remotely sensed imagery. IGARSS 2002: 3438-3440 - 2001
- [j32]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) - [j31]Qian Du, Chein-I Chang:
A linear constrained distance-based discriminant analysis for hyperspectral image classification. Pattern Recognit. 34(2): 361-373 (2001) - [j30]Daniel C. Heinz, Chein-I Chang:
Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 39(3): 529-545 (2001) - [j29]Chein-I Chang, Hsuan Ren, Shao-Shan Chiang:
Real-time processing algorithms for target detection and classification in hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 39(4): 760-768 (2001) - [j28]Shao-Shan Chiang, Chein-I Chang, Irving W. Ginsberg:
Unsupervised target detection in hyperspectral images using projection pursuit. IEEE Trans. Geosci. Remote. Sens. 39(7): 1380-1391 (2001) - [j27]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 Trans. Geosci. Remote. Sens. 39(10): 2314-2318 (2001) - [c7]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 - 2000
- [j26]Paul D. Thouin, Chein-I Chang:
A method for restoration of low-resolution document images. Int. J. Document Anal. Recognit. 2(4): 200-210 (2000) - [j25]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. Int. J. Medical Informatics 60(1): 29-57 (2000) - [j24]Chein-I Chang, Hsuan Ren:
An experiment-based quantitative and comparative analysis of target detection and image classification algorithms for hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 38(2): 1044-1063 (2000) - [j23]Chein-I Chang, Daniel C. Heinz:
Constrained subpixel target detection for remotely sensed imagery. IEEE Trans. Geosci. Remote. Sens. 38(3): 1144-1159 (2000) - [j22]Hsuan Ren, Chein-I Chang:
A generalized orthogonal subspace projection approach to unsupervised multispectral image classification. IEEE Trans. Geosci. Remote. Sens. 38(6): 2515-2528 (2000) - [j21]Agustin Ifarraguerri, Chein-I Chang:
Unsupervised hyperspectral image analysis with projection pursuit. IEEE Trans. Geosci. Remote. Sens. 38(6): 2529-2538 (2000) - [j20]Chein-I Chang:
An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis. IEEE Trans. Inf. Theory 46(5): 1927-1932 (2000)
1990 – 1999
- 1999
- [j19]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 Recognit. 32(7): 1161-1174 (1999) - [j18]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 Recognit. 32(8): 1399-1408 (1999) - [j17]Chein-I Chang, Clark M. Brumbley:
A Kalman filtering approach to multispectral image classification and detection of changes in signature abundance. IEEE Trans. Geosci. Remote. Sens. 37(1): 257-268 (1999) - [j16]Agustin Ifarraguerri, Chein-I Chang:
Multispectral and hyperspectral image analysis with convex cones. IEEE Trans. Geosci. Remote. Sens. 37(2): 756-770 (1999) - [j15]Chein-I Chang, Qian Du:
Interference and noise-adjusted principal components analysis. IEEE Trans. Geosci. Remote. Sens. 37(5): 2387-2396 (1999) - [j14]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 Trans. Geosci. Remote. Sens. 37(6): 2631-2641 (1999) - [j13]Chien-Cheng Lee, Pau-Choo Chung, Jea-Rong Tsai, Chein-I Chang:
Robust radial basis function neural networks. IEEE Trans. Syst. Man Cybern. Part B 29(6): 674-685 (1999) - [c6]Qian Du, Chein-I Chang:
An interference rejection-based radial basis function neural network for hyperspectral image classification. IJCNN 1999: 2698-2703 - 1998
- [j12]Te-Ming Tu, Chin-Hsing Chen, Chein-I Chang:
A noise subspace projection approach to target signature detection and extraction in an unknown background for hyperspectral images. IEEE Trans. Geosci. Remote. Sens. 36(1): 171-181 (1998) - [j11]Te-Ming Tu, Chin-Hsing Chen, Jiunn-Lin Wu, Chein-I Chang:
A fast two-stage classification method for high-dimensional remote sensing data. IEEE Trans. Geosci. Remote. Sens. 36(1): 182-191 (1998) - [j10]Chein-I Chang:
Further results on relationship between spectral unmixing and subspace projection. IEEE Trans. Geosci. Remote. Sens. 36(3): 1030-1032 (1998) - [c5]Paul D. Thouin, Chein-I Chang:
Constrained nonlinear restoration of JPEG compressed low-resolution text from gray scale images using a Gibbs-Markov random field prior. Document Recognition 1998: 220-229 - 1997
- [j9]Te-Ming Tu, Chin-Hsing Chen, Chein-I Chang:
A posteriori least squares orthogonal subspace projection approach to desired signature extraction and detection. IEEE Trans. Geosci. Remote. Sens. 35(1): 127-139 (1997) - 1996
- [c4]Jea-Rong Tsai, Pau-Choo Chung, Chein-I Chang:
A sigmoidal radial basis function neural network for function approximation. ICNN 1996: 496-501 - [c3]Youguang Xu, Chein-I Chang:
Implementation of a 3-D model for neocognitron. ICNN 1996: 794-799 - 1995
- [c2]Mark L. G. Althouse, Chein-I Chang:
Image segmentation by local entropy methods. ICIP (3) 1995: 61-64 - 1994
- [j8]Chein-I Chang, Kebo Chen, Jianwei Wang, Mark L. G. Althouse:
A relative entropy-based approach to image thresholding. Pattern Recognit. 27(9): 1275-1289 (1994) - [j7]Joseph Harsanyi, Chein-I Chang:
Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach. IEEE Trans. Geosci. Remote. Sens. 32(4): 779-785 (1994) - 1993
- [j6]Laurence B. Wolfe, Chein-I Chang:
A simple method for calculating the rate distortion function of a source with an unknown parameter. Signal Process. 33(2): 209-221 (1993) - [j5]Laurence B. Wolfe, Chein-I Chang:
A complete sufficient statistic for finite-state Markov processes with application to source coding. IEEE Trans. Inf. Theory 39(3): 1047-1049 (1993) - 1992
- [j4]Chein-I Chang, Laurence B. Wolfe:
Source matching problems revisited. IEEE Trans. Inf. Theory 38(4): 1391-1395 (1992) - 1990
- [j3]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) - [j2]Chein-I Chang, Lee D. Davisson:
Two iterative algorithms for finding minimax solutions. IEEE Trans. Inf. Theory 36(1): 126-140 (1990)
1980 – 1989
- 1989
- [c1]Chein-I Chang, Lee D. Davisson:
A counterpart of Remez's algorithms in statistical decision theory: Chang-Davisson's algorithms. ICASSP 1989: 1345-1348 - 1988
- [j1]Chein-I Chang, Lee D. Davisson:
On calculating the capacity of an infinite-input finite (infinite)-output channel. IEEE Trans. Inf. Theory 34(5): 1004-1010 (1988)
Coauthor Index
aka: Yen Chieh Ouyang
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