Image retrieval by color semantics
Multimedia Systems - Special issue on video content based retrieval
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Blobworld: A System for Region-Based Image Indexing and Retrieval
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Indoor-Outdoor Image Classification
CAIVD '98 Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases (CAIVD '98)
Content-based Comparison of Image Collections via Distance Measuring of Self-organised Maps
MMM '04 Proceedings of the 10th International Multimedia Modelling Conference
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
IEEE Transactions on Circuits and Systems for Video Technology
Factor graph framework for semantic video indexing
IEEE Transactions on Circuits and Systems for Video Technology
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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.