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Computer Science - Database Management & Information Retrieval | Hyperspectral Data Compression

Hyperspectral Data Compression

Motta, Giovanni, Rizzo, Francesco, Storer, James A. (Eds.)

2006, XII, 418 p.

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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 Level » Research

Keywords » 3D - 3D wavelet-based image compression - Hyperspectral Image Data Compression - Hyperspectral Imagery - JPEG - Lossless Compression - Near-Lossless Compression - data compression

Related subjects » Database Management & Information Retrieval - Image Processing - Software Engineering

Table of contents / Sample pages 

An Architecture for the Compression of Hyperspectral Imagery.- Lossless Predictive Compression of Hyperspectral Images.- Lossless Hyperspectral Image Compression via Linear Prediction.- Lossless Compression of Ultraspectral Sounder Data.- Locally Optimal Partitioned Vector Quantization of Hyperspectral Data.- Near-Lossless Compression of Hyperspectral Imagery Through Crisp/Fuzzy Adaptive DPCM.- Joint Classification and Compression of Hyperspectral Images.- Predictive Coding of Hyperspectral Images.- Coding of Hyperspectral Imagery with Trellis-Coded Quantization.- Three-Dimensional Wavelet-Based Compression of Hyperspectral Images.- Spectral/Spatial Hyperspectral Image Compression.- Compression of Earth Science Data with JPEG2000.- Spectral Ringing Artifacts in Hyperspectral Image Data Compression.

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