Progressive indexing, retrieval, and transmission of wavelet-compressed image database

Kai-Chieh Liang; C.-C. Jay Kuo

doi:10.1117/12.292792

30 October 1997 Progressive indexing, retrieval, and transmission of wavelet-compressed image database

Kai-Chieh Liang, C.-C. Jay Kuo

Author Affiliations +

Proceedings Volume 3169, Wavelet Applications in Signal and Image Processing V; (1997) https://doi.org/10.1117/12.292792
Event: Optical Science, Engineering and Instrumentation '97, 1997, San Diego, CA, United States

Abstract

A complete wavelet-based image storage and indexing system for progressive coding, indexing, retrieval, and transmission of images over the network is proposed in this research. New wavelet domain features which include subband significance, decomposition structure, luminance and chrominance histograms, and the significance map of the lowest frequency channel are used to achieve content-based indexing and retrieval. The proposed indexing features take into account of the color, brightness, texture, frequency, and spatial information of a given query image. All features can be naturally extracted as a byproduct during the image compression stage with wavelets. Since coding and indexing are integrated in an unified framework in the proposed system, the database management is greatly simplified. Extensive experimental results are given to demonstrate the retrieval performance of the new approach.

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Kai-Chieh Liang and C.-C. Jay Kuo "Progressive indexing, retrieval, and transmission of wavelet-compressed image database", Proc. SPIE 3169, Wavelet Applications in Signal and Image Processing V, (30 October 1997); https://doi.org/10.1117/12.292792

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