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portada Feature Extraction and Image Processing for Computer Vision
Type
Physical Book
Publisher
Author
Year
2019
Language
English
Pages
632
Format
Paperback
ISBN13
9780128149768
Edition No.
4
Categories

Feature Extraction and Image Processing for Computer Vision

Mark Nixon; Alberto Aguado (Author) · Academic Press · Paperback

Feature Extraction and Image Processing for Computer Vision - Mark Nixon; Alberto Aguado

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Synopsis "Feature Extraction and Image Processing for Computer Vision "

Feature Extraction for Image Processing and Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MATLAB and Python. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the link between theory and exemplar code of the algorithms." Essential background theory is carefully explained. This text gives students and researchers in image processing and computer vision a complete introduction to classic and state-of-the art methods in feature extraction together with practical guidance on their implementation.The only text to concentrate on feature extraction with working implementation and worked through mathematical derivations and algorithmic methodsA thorough overview of available feature extraction methods including essential background theory, shape methods, texture and deep learningUp to date coverage of interest point detection, feature extraction and description and image representation (including frequency domain and colour)Good balance between providing a mathematical background and practical implementationDetailed and explanatory of algorithms in MATLAB and Python

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