Ebook: Hyperspectral Data Compression

HYPERSPECTRAL DATA COMPRESSION presents the most recent results in the field of compression of remote sensing 3D data, with a focus on multispectral and hyperspectral imagery. This book is essential for researchers working across related fields including: multi-dimensional data compression, multispectral and hyperspectral data archives, remote sensing, scientific image processing, military and aerospace image processing, image segmentation, image classification, and target detection.

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HYPERSPECTRAL DATA COMPRESSION presents the most recent results in the field of compression of remote sensing 3D data, with a focus on multispectral and hyperspectral imagery.  This book is essential for researchers working across related fields including: multi-dimensional data compression, multispectral and hyperspectral data archives,  remote sensing, scientific image processing, military and aerospace image processing, image segmentation, image classification, and target detection. 

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HYPERSPECTRAL DATA COMPRESSION presents the most recent results in the field of compression of remote sensing 3D data, with a focus on multispectral and hyperspectral imagery.  This book is essential for researchers working across related fields including: multi-dimensional data compression, multispectral and hyperspectral data archives,  remote sensing, scientific image processing, military and aerospace image processing, image segmentation, image classification, and target detection. 
Content:
Front Matter....Pages i-xi
An Architecture for the Compression of Hyperspectral Imagery....Pages 1-34
Lossless Predictive Compression of Hyperspectral Images....Pages 35-55
Lossless Hyperspectral Image Compression via Linear Prediction....Pages 57-74
Lossless Compression of Ultraspectral Sounder Data....Pages 75-105
Locally Optimal Partitioned Vector Quantization of Hyperspectral Data....Pages 107-146
Near-Lossless Compression of Hyperspectral Imagery Through Crisp/Fuzzy Adaptive DPCM....Pages 147-177
Joint Classification and Compression of Hyperspectral Images....Pages 178-196
Predictive Coding of Hyperspectral Images....Pages 197-231
Coding of Hyperspectral Imagery with Trellis-Coded Quantization....Pages 233-272
Three-Dimensional Wavelet-Based Compression of Hyperspectral Images....Pages 273-308
Spectral/Spatial Hyperspectral Image Compression....Pages 309-346
Compression of Earth Science Data with JPEG2000....Pages 347-378
Spectral Ringing Artifacts in Hyperspectral Image Data Compression....Pages 379-405
Back Matter....Pages 407-417

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HYPERSPECTRAL DATA COMPRESSION presents the most recent results in the field of compression of remote sensing 3D data, with a focus on multispectral and hyperspectral imagery.  This book is essential for researchers working across related fields including: multi-dimensional data compression, multispectral and hyperspectral data archives,  remote sensing, scientific image processing, military and aerospace image processing, image segmentation, image classification, and target detection. 
Content:
Front Matter....Pages i-xi
An Architecture for the Compression of Hyperspectral Imagery....Pages 1-34
Lossless Predictive Compression of Hyperspectral Images....Pages 35-55
Lossless Hyperspectral Image Compression via Linear Prediction....Pages 57-74
Lossless Compression of Ultraspectral Sounder Data....Pages 75-105
Locally Optimal Partitioned Vector Quantization of Hyperspectral Data....Pages 107-146
Near-Lossless Compression of Hyperspectral Imagery Through Crisp/Fuzzy Adaptive DPCM....Pages 147-177
Joint Classification and Compression of Hyperspectral Images....Pages 178-196
Predictive Coding of Hyperspectral Images....Pages 197-231
Coding of Hyperspectral Imagery with Trellis-Coded Quantization....Pages 233-272
Three-Dimensional Wavelet-Based Compression of Hyperspectral Images....Pages 273-308
Spectral/Spatial Hyperspectral Image Compression....Pages 309-346
Compression of Earth Science Data with JPEG2000....Pages 347-378
Spectral Ringing Artifacts in Hyperspectral Image Data Compression....Pages 379-405
Back Matter....Pages 407-417
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