JOURNAL ARTICLE

<title>Image indexing based on vector quantization</title>

Manuel GrañaIsrael Rebollo

Year: 2000 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 4210 Pages: 256-261   Publisher: SPIE

Abstract

We propose the computation of the color palette of each image in isolation, using Vector Quantization methods. The image features are, then, the color palette and the histogram of the color quantization of the image with this color palette. We propose as a measure of similitude the weighted sum of the differences between the color palettes and the corresponding histograms. This approach allows the increase of the database without the recomputation of the image features and without substantial loss of discriminative power.

Keywords:
Palette (painting) Color quantization Vector quantization Artificial intelligence Color histogram Histogram Quantization (signal processing) Pattern recognition (psychology) Color image Computer science Computer vision Image histogram Discriminative model Mathematics Image (mathematics) Image processing

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Topics

Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image and Video Retrieval Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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