Image indexing and retrieval based on vector quantization

[摘要] To effectively utilize information stored in a digital image library, effective image indexing and retrieval techniques are essential. This paper proposes an image indexing and retrieval technique based on the compressed image data using vector quantization (VQ). By harnessing the characteristics of VQ, the proposed technique is able to capture the spatial relationships of pixels when indexing the image. Experimental results illustrate the robustness of the proposed technique and also show that its retrieval performance is higher compared with existing color-based techniques. (c) 2007 Pattern Recognition Society. Published by Elsevier Ltd. All fights reserved.

[发布日期] 2007-11-01

[关键词] image indexing;image retrieval;vector quantization;image compression