eBook - ePub

Feature Extraction and Image Processing for Computer Vision

Name: Feature Extraction and Image Processing for Computer Vision
ISBN: 9780128149775

Mark Nixon,

Alberto Aguado,

Alberto S. Aguado,

650 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Feature Extraction and Image Processing for Computer Vision

Mark Nixon,

Alberto Aguado,

Alberto S. Aguado,

About this book

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 methods - A thorough overview of available feature extraction methods including essential background theory, shape methods, texture and deep learning - Up 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 implementation - Detailed and explanatory of algorithms in MATLAB and Python

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Yes, you can access Feature Extraction and Image Processing for Computer Vision by Mark Nixon,Alberto Aguado,Alberto S. Aguado in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Vision & Pattern Recognition. We have over one million books available in our catalogue for you to explore.