Hyperspectral Data Compression [electronic resource] / edited by Giovanni Motta, Francesco Rizzo, James A. Storer.

Por: Motta, Giovanni [editor.]Colaborador(es): Rizzo, Francesco [editor.] | Storer, James A [editor.]Tipo de material: TextoTextoEditor: Boston, MA : Springer US, 2006Descripción: XII, 418 p. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9780387286006Trabajos contenidos: SpringerLink (Online service)Tema(s): Computer science | Information storage and retrieval systems | Computer vision | Computer Science | Information Storage and Retrieval | Data Storage Representation | Computer Imaging, Vision, Pattern Recognition and Graphics | Image Processing and Computer VisionFormatos físicos adicionales: Sin títuloClasificación CDD: 025.04 Clasificación LoC:QA75.5-76.95Recursos en línea: de clik aquí para ver el libro electrónico
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Springer eBooksResumen: 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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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.

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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