Braving the Semantic Gap Mapping Visual Concepts from Images and Videos 1st Edition by Da Deng 9783540240549

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ISBN 13: 9783540240549

Author: Da Deng

A set of feature descriptors have been proposed and rigorously in the MPEG-7 core experiments. We propose to extend the use of these descriptors onto semantics extraction from images and videos, so as to bridge the semantic gap in content-based image retrieval and enable multimedia data mining on semantics level. A computational framework consisting of a clustering process for feature mapping and a classification process for object extraction is introduced. We also present some preliminary results obtained from the experiments we have conducted.

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