Feature Extraction and Image Processing for Computer Vision
Nixon BSc MSc PhD, Mark; Aguado PhD, Alberto S.
Language: English
Published by Academic Press, 2019
- Softcover
- New
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
AbeBooks seller since March 25, 2015
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- Title
- Feature Extraction and Image Processing for Computer Vision
- Author
- Nixon BSc MSc PhD, Mark; Aguado PhD, Alberto S.
- Publisher
- Academic Press
- Publication year
- 2019
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0128149760
- ISBN 13
- 9780128149768
- Edition
- 4th Edition
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
"Synopsis" may belong to another edition of this title.
About the Author
Alberto Aguado is a Lead Programmer at Rare Ltd., Microsoft, UK
"About the title" may belong to another edition of this title.
Ria Christie Collections
Uxbridge, United Kingdom
AbeBooks seller since March 25, 2015
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