Pattern-Based Compression of Multi-Band Image Data for Landscape Analysis

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We offer here a non-conventional approach to muhivariate ima- structured data for which the basis is well tested but the analytical ramifi- cations are still unfolding. Although we do not formally pursue them, there are several parallels with the nature of neural networks. We employ a systematic set of statistical heuristics for modeling multivariate image data in a quasi-perceptual manner. When the human eye perceives a scene, the elements of the scene are segregated heuristically into compo- nents according to similarity ...

Pattern-Based Compression of Multi-Band Image Data for Landscape Analysis 2010, Springer

ISBN-13: 9781441942715

Trade paperback

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Pattern-Based Compression of Multi-Band Image Data for Landscape Analysis 2006, Springer, New York, NY

ISBN-13: 9780387444345

Hardcover

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