Hyperspectral Data Exploitation
Hyperspectral Data Exploitation
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DOI：
10.1002/0470124628
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发表时间：
2007-03
期刊：
影响因子：
--
通讯作者：
Chein-I. Chang
中科院分区：
文献类型：
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作者：
Chein-I. Chang
序言。贡献者。1.概述（Chein-I Chang）。我指导。2.高光谱成像系统（John P. Kerekes和John R. Schott）。3.用于高光谱目标检测和分类的信息处理匹配滤波器（Chein-I Chang）。II理论。4.光学实时自适应光谱识别系统（ORASIS）（Jeffery H。鲍尔斯和大卫B。Gillis）。5.随机混合模型（Michael T.作者：J.M. Mann 1和大卫W. J. Stein）。6.解混高光谱数据：独立和相关成分分析（Jose M. P. Nascimento 1和Jose M.B. Dias）。7.端元光谱测定的最大体积变换（Michael E. Winter）。8.高光谱数据表示（Xiuping Jia和John A.理查兹）。9.光谱系统的最佳波段选择和效用评估。Shen）。10.用于分类目的的特征约简（Ratiano B. Serpico，Gabriele Moser，and Andrea F. Cattoni）。11.半监督支持向量机用于高光谱遥感图像分类（Lorenzo Bruzzone，Mingmin Chi和Mattia Marconcini）。三、适用范围。12.高光谱分类的决策融合（Mathieu Fauvel，Jocelyn Chanussot和Jon Atli Benediktsson）13.形态学高光谱图像分类：并行处理视角（Antonio J. Plaza）。14.基于三维小波的高光谱图像压缩（詹姆斯E。作者声明：Justin T. Rucker）。指数.
Preface. Contributors. 1. Overview (Chein-I Chang). I TUTORALS. 2. Hyperspectral Imaging Systems (John P. Kerekes and John R. Schott). 3. Information-Processed Matched Filters for Hyperspectral Target Detection and Classification (Chein-I Chang). II THEORY. 4. An Optical Real-Time Adaptive Spectral Identification System (ORASIS) (Jeffery H. Bowles and David B. Gillis). 5. Stochastic Mixture Modeling (Michael T. Eismann1 and David W. J. Stein). 6. Unmixing Hyperspectral Data: Independent and Dependent Component Analysis (Jose M.P. Nascimento1 and Jose M.B. Dias). 7. Maximum Volume Transform For Endmember Spectra Determination (Michael E. Winter). 8. Hyperspectral Data Representation (Xiuping Jia and John A. Richards). 9. Optimal Band Selection and Utility Evaluation for Spectral Systems (Sylvia S. Shen). 10. Feature Reduction for Classification Purpose (Sebastiano B. Serpico, Gabriele Moser, and Andrea F. Cattoni). 11. Semi-supervised Support Vector Machines for Classification of Hyperspectral Remote Sensing Images (Lorenzo Bruzzone, Mingmin Chi, and Mattia Marconcini). III APPLICATIONS. 12. Decision Fusion for Hyperspectral Classification (Mathieu Fauvel, Jocelyn Chanussot, and Jon Atli Benediktsson) 13. Morphological Hyperspectral Image Classification: A Parallel Processing Perspective (Antonio J. Plaza). 14. Three-Dimensional Wavelet-Based Compression of Hyperspectral Imagery (James E. Fowler and Justin T. Rucker). Index.