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Abstract: A method is proposed for performing clustering and offline indexing on the signal representations of compressed JPEG images. The current system clusters on Discrete Cosine Transform (DCT) blocks of JPEG images using the Potential Function clustering algorithm, storing indices of varying length for a posteriori comparison and processing of query images. Results presented indicate the appropriateness of using clusters derived from JPEG DCT blocks for content-based indexing. In particular, we are... (Update)
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BibTeX entry: (Update)
@misc{ computer-proceedings,
author = "On Electrical Computer",
title = "Proceedings of the 2002 IEEE Canadian Conference",
url = "citeseer.ist.psu.edu/758335.html" }
Citations (may not include all citations):641 The Anatomy of a Large Scale Hypertextual Web Search Engine - Brin, Page - 1998
485 The JPEG Still Picture Compression Standard (context) - Wallace - 1991
51 WebSeer: An Image Search Engine for the World Wide Web - Frankel, Swain et al. - 1996
34 Fuzzy model identification based on cluster estimation (context) - Chiu - 1994
8 Exploiting the JPEG Compression Scheme for Image Retrieval (context) - Shneier, Abdel-Mottaleb - 1996
2 Direct Content Access and Extraction from JPEG Compressed Im.. - Jiang, Armstrong et al. - 2001
1 Fast texture description and retrieval of DCT-based compress.. (context) - Sin, Kin et al. - 2001
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