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...

Full description

Bibliographic Details
Main Authors: Nixon, Mark, author 182019, Aguado, Alberto S., author 551574, ScienceDirect (Online service) 7722
Format: software, multimedia
Language:eng
Published: London : Academic Press, 2020
Subjects:
Online Access:https://www.sciencedirect.com/book/9780128149768
_version_ 1826472416340082688
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
work_keys_str_mv AT nixonmarkauthor182019 featureextractionandimageprocessingforcomputervision
AT aguadoalbertosauthor551574 featureextractionandimageprocessingforcomputervision
AT sciencedirectonlineservice7722 featureextractionandimageprocessingforcomputervision