Description: Feature Extraction and Image Processing for Computer Vision, Paperback by Nixon, Mark; Aguado, Alberto, ISBN 0128149760, ISBN-13 9780128149768, Like New Used, Free shipping in the US
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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Book Title: Feature Extraction and Image Processing for Computer Vision
Number of Pages: 628 Pages
Publication Name: Feature Extraction and Image Processing for Computer Vision
Language: English
Publisher: Elsevier Science & Technology
Subject: Image Processing, Computer Vision & Pattern Recognition
Publication Year: 2019
Type: Textbook
Author: Mark Nixon, Alberto Aguado
Subject Area: Computers
Item Length: 9.2 in
Item Width: 7.5 in
Format: Trade Paperback
