Overview
- Assembles an up-to-date body of knowledge documenting the major advances and key emerging trends in the feature detectors with respect to foundations, new directions, and applications
- Presents studies which couple computational theories and algorithms with real-time applications of image features
- Provides comprehensive reviews of cutting–edge state-of-the-art algorithms, technologies, and applications
- Offers new insights into a range of fundamentally important topics in image processing, computer vision, and pattern recognition, which basically depend on image features and feature detectors–edge state-of-the-art algorithms, technologies, and applications
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Computational Intelligence (SCI, volume 630)
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About this book
This book provides readers with a selection of high-quality chapters that cover both theoretical concepts and practical applications of image feature detectors and descriptors. It serves as reference for researchers and practitioners by featuring survey chapters and research contributions on image feature detectors and descriptors. Additionally, it emphasizes several keywords in both theoretical and practical aspects of image feature extraction. The keywords include acceleration of feature detection and extraction, hardware implantations, image segmentation, evolutionary algorithm, ordinal measures, as well as visual speech recognition.
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Table of contents (16 chapters)
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Front Matter
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Foundations of Image Feature Detectors and Descriptors
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Front Matter
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Applications of Image Feature Detectors and Descriptors
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Front Matter
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Back Matter
Editors and Affiliations
Bibliographic Information
Book Title: Image Feature Detectors and Descriptors
Book Subtitle: Foundations and Applications
Editors: Ali Ismail Awad, Mahmoud Hassaballah
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-319-28854-3
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-28852-9Published: 02 March 2016
Softcover ISBN: 978-3-319-80441-5Published: 25 April 2018
eBook ISBN: 978-3-319-28854-3Published: 22 February 2016
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: IX, 438
Number of Illustrations: 129 b/w illustrations, 84 illustrations in colour
Topics: Computational Intelligence, Computer Imaging, Vision, Pattern Recognition and Graphics, Signal, Image and Speech Processing