Content-based Image Classification

Content-based Image Classification
Author : Rik Das
Publisher : CRC Press
Total Pages : 192
Release : 2020-10
ISBN 10 : 036737160X
ISBN 13 : 9780367371609
Language : EN, FR, DE, ES & NL


Introduction to content based image classification -- A review of hand-crafted feature extraction techniques for content based image classification -- Content based feature extraction : color averaging -- Content based feature extraction : image binarization -- Content based feature extraction : image transforms -- Content based feature extraction : morphological operators -- Content based feature extraction : texture components -- Fusion based classification : a comparison of early fusion and late fusion architecture for content based features -- Future directions : a journey from handcrafted techniques to representation learning -- WEKA : beginners' tutorial.

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