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Learning Core Audio: A Hands-On Guide to Audio Programming for Mac and iOS
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Programming Information Theory in Computer Vision and Pattern Recognition

Posted on 2010-03-16




Name:Programming Information Theory in Computer Vision and Pattern Recognition
ASIN/ISBN:1848822960
Language:English
File size:16.9 Mb
Publish Date: 2009
ISBN: 1848822960
Pages: 412 pages
File Type: PDF
File Size: 16,9 MB
Other Info: Springer
   Programming Information Theory in Computer Vision and Pattern Recognition

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Francisco Escolano, Pablo Suau, Boyán Bonev, A. Yuille, "Information Theory in Computer Vision and Pattern Recognition"

Information theory has proved to be effective for solving many computer vision and pattern recognition (CVPR) problems (such as image matching, clustering and segmentation, saliency detection, feature selection, optimal classifier design and many others). Nowadays, researchers are widely bringing information theory elements to the CVPR arena. Among these elements there are measures (entropy, mutual information!), principles (maximum entropy, minimax entropy) and theories (rate distortion theory, method of types).This book explores and introduces the latter elements through an incremental complexity approach at the same time where CVPR problems are formulated and the most representative algorithms are presented. Interesting connections between information theory principles when applied to different problems are highlighted, seeking a comprehensive research roadmap. The result is a novel tool both for CVPR and machine learning researchers, and contributes to a cross-fertilization of both areas.

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