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Image retrieval based on color-spatial histograms | IEEE Conference Publication | IEEE Xplore

Image retrieval based on color-spatial histograms


Abstract:

A novel image retrieval method using color-spatial histograms is presented in this paper. The new method contains three phases. First, we quantize the color space by Gaus...Show More

Abstract:

A novel image retrieval method using color-spatial histograms is presented in this paper. The new method contains three phases. First, we quantize the color space by Gaussian mixture model. Second, the color-spatial histograms generated for both the query image and the images in the database based on the quantized color components and the improved spatiogram method. Finally, using color-spatial histogram as features, we compare the query image with images in the database by Jensen-Shannon divergence. Our proposed method's availability is demonstrated by the experimental assessment on the COREL image database.
Date of Conference: 15-17 November 2014
Date Added to IEEE Xplore: 15 January 2015
ISBN Information:
Conference Location: Shanghai, China

References

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