Unified feature analysis in JPEG and JPEG 2000-compressed domains
Pattern Recognition
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
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The contribution of this paper is the development of a fast, subband-based JPEG2000 image indexing system in compressed domain which achieves high memory efficiency. This is the extended work on a previously block-based indexing system. The feature extracted is variance of each wavelet subband in compressed domain with the emphasis that subbands are not buffered to maintain memory efficiency. Retrieval performance on VisTex image database indexing has shown the effectiveness and speed up of execution of the proposed features.