Image Feature Detectors and Descriptors
Foundations and Applications
Buch in deiner Nähe kaufen
Beschreibung
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.
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.
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
Autor*in
Ali Ismail Awad
Themen in »Image Feature Detectors and Descriptors«
2D/3D Feature Detectors Affine Region Detectors Feature Descriptors Feature Robustness Image Feature Extraction Image Matching Image Retrieval Interest Points Detectors Invariant Feature Detectors Keypoints Extraction Object Tracking Performance Evaluation Video Processing