EDITOR BIOGRAPHY vii -- LIST OF CONTRIBUTORS viii -- PREFACE x -- PART I GENERAL THEORY 1 -- 1 Introduction: Two Fundamental Principles Behind Hyperspectral Imaging 3 -- Chein-I Chang -- 2 Overview of Hyperspectral Imaging Remote Sensing from Satellites 41 -- Shen-En Qian -- 3 Efficient Hardware Implementation for Hyperspectral Anomaly and Target Detection 67 -- Jie Lei, Weiying Xie, Jiaojiao Li, Keyan Wang, Kai Liu, and Yunsong Li -- PART II BAND SELECTION FOR HYPERSPECTRAL IMAGING 107 -- 4 Constrained Band Selection for Hyperspectral Imaging 109 -- Chein-I Chang -- 5 Band Subset Selection for Hyperspectral Imaging 147 -- Chein-I Chang -- 6 Progressive Band Selection Processing for Hyperspectral Image Classification 179 -- Chunyan Yu, Meiping Song, and Chein-I Chang -- PART III COMPRESSIVE SENSING FOR HYPERSPECTRAL IMAGING 205 -- 7 Restricted Entropy and Spectrum Properties for Hyperspectral Imaging 207 -- Chein-I Chang and Bernard Lampe -- 8 Endmember Finding in Compressively Sensed Band Domain 228 -- Chein-I Chang and Adam Bekit -- 9 Hyperspectral Image Classification in Compressively Sensed Band Domain 252 -- Charles J. Della-Porta and Chein-I Chang -- PART IV FUSION FOR HYPERSPECTRAL IMAGING 279 -- 10 Hyperspectral and LiDAR Data Fusion 281 -- Qian Du, Wei Li, and Chiru Ge -- 11 Hyperspectral Data Fusion Using Multidimensional Information 293 -- Lifu Zhang, Xia Zhang, Mingyuan Peng, Xuejian Sun, and Xiaoyang Zhao -- 12 Fusion of Band Selection Methods for Hyperspectral Imaging 341 -- Yulei Wang, Lin Wang, and Chein-I Chang -- PART V HYPERSPECTRAL DATA UNMIXING 363 -- 13 Model-Inspired Deep Neural Networks for Hyperspectral Unmixing 365 -- Yuntao Qian, Fengchao Xiong, Minchao Ye, and Jun Zhou -- 14 Analytical Fully Constrained Least Squares Linear Spectral Mixture Analysis 404 -- Chein-I Chang and Hsiao-Chi Li -- 15 Swarm Intelligence Optimization-Based Spectral Unmixing 422 -- Lianru Gao, Xu Sun, Zhu Han, Lina Zhuang, Wenfei Luo, and Bing Zhang -- 16 Spectral-Spatial Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing 453 -- Risheng Huang, Xiaorun Li, and Liaoying Zhao -- PART VI HYPERSPECTRAL IMAGE CLASSIFICATION 483 -- 17 Sparse Representation-Based Hyperspectral Image Classification 485 -- Haoyang Yu, Jun Li, Wei Li, and Bing Zhang -- 18 Collaborative Classification Based on Hyperspectral Images 506 -- Junping Zhang, Xiaochen Lu, and Tong Li -- 19 Class Feature-Weighted Hyperspectral Image Classification 543 -- Shengwei Zhong, Jiaojiao Li, Xiaodi Shang, Shuhan Chen, and Chein-I Chang -- 20 Target Detection Approaches to Hyperspectral Image Classification 565 -- Chein-I Chang, Bai Xue, and Chunyan Yu -- INDEX 586.