Feature extraction and image processing for computer vision

• Main Authors: Nixon, Mark S., Aguado, Alberto S.
• Format: eBook Book
• Language: English
• Published: London Academic Press 2020; Elsevier Science & Technology
• Edition: 4
• Subjects: Computer vision; Computer vision > Mathematics; Image processing; Image processing > Digital techniques; Pattern recognition systems
• ISBN: 0128149760; 9780128149768
• DOI: 10.1016/C2017-0-02153-5

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.