Image Feature Detectors and Descriptors

Image Feature Detectors and Descriptors

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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.adaptation weights of feature fusion (sAFF), of kernel fusion (sAFK) and respectively of scores fusion (sAFSc). ... In this situation, we recommend in addition the use of Matlab or Python as a platform to write code sequences and to run Weka algorithms from there. ... In this paper, the features extraction, features selection and fusion techniques were applied on different VIS and IR databases of images, anbsp;...

Title:Image Feature Detectors and Descriptors
Author: Ali Ismail Awad, Mahmoud Hassaballah
Publisher:Springer - 2016-02-22

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