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...
| Main Authors: | , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London : Academic Press,
2020
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/book/9780128149768 |
| _version_ | 1826472416340082688 |
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| author | Nixon, Mark, author 182019 Aguado, Alberto S., author 551574 ScienceDirect (Online service) 7722 |
| author_facet | Nixon, Mark, author 182019 Aguado, Alberto S., author 551574 ScienceDirect (Online service) 7722 |
| author_sort | Nixon, Mark, author 182019 |
| collection | OCEAN |
| description | 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. |
| first_indexed | 2024-03-05T17:18:10Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:605758 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:18:10Z |
| publishDate | 2020 |
| publisher | London : Academic Press, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6057582023-06-14T01:02:17ZFeature Extraction and Image Processing for Computer Vision / Nixon, Mark, author 182019 Aguado, Alberto S., author 551574 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press,2020©2020engFeature 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.Includes index.1 - Introduction -- 2 - Images, sampling and frequency domain processing -- 3 - Image processing -- 4 - Low-level feature extraction (including edge detection) -- 5 - High-level feature extraction: fixed shape matching -- 6 - High-level feature extraction: deformable shape analysis -- 7 - Object description -- 8 - Region-based analysis -- 9 - Moving object detection and description -- 10 - Camera geometry fundamentals -- 11 - Colour images -- 12 - Distance, classification and learning -- IndexFeature 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.Computer visionComputer visionPattern recognition systemsImage processinghttps://www.sciencedirect.com/book/9780128149768URN:ISBN:9780128149768Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Computer vision Computer vision Pattern recognition systems Image processing Nixon, Mark, author 182019 Aguado, Alberto S., author 551574 ScienceDirect (Online service) 7722 Feature Extraction and Image Processing for Computer Vision / |
| title | Feature Extraction and Image Processing for Computer Vision / |
| title_full | Feature Extraction and Image Processing for Computer Vision / |
| title_fullStr | Feature Extraction and Image Processing for Computer Vision / |
| title_full_unstemmed | Feature Extraction and Image Processing for Computer Vision / |
| title_short | Feature Extraction and Image Processing for Computer Vision / |
| title_sort | feature extraction and image processing for computer vision |
| topic | Computer vision Computer vision Pattern recognition systems Image processing |
| url | https://www.sciencedirect.com/book/9780128149768 |
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