发明名称 COLOR QUANTIZATION AND SIMILARITY MEASURE FOR CONTENT BASED IMAGE RETRIEVAL
摘要 The invention determines the degree of similarity between a target image and each of a plurality of reference images. The measure used for the degree of similarity between images is based on the human perceptive system, so that images that appear to a human to be similar in color have a higher similarity measure than images that appear to a human to be dissimilar in color. Each of the most populous colors of each partition of the target image is associated with a color in a corresponding partition of the reference image that is closest to the target image color. The similarity measure is based on the number of occurences of each of these associated colors in the corresponding partitions, as well as the color difference between these associated colors. Thus, images that have similar, albeit not identical, colors, will have a higher similarity measure than images that have dissimilar colors. In a preferred embodiment, color difference is determined based upon the CIE luminance-chrominance color space. Also, in a preferred embodiment, the target image color is quantized into a set of discrete colors that are based upon the predominant colors in the reference images.
申请公布号 WO0002111(A2) 申请公布日期 2000.01.13
申请号 WO1999IB01216 申请日期 1999.06.29
申请人 KONINKLIJKE PHILIPS ELECTRONICS N.V.;PHILIPS AB 发明人 KRISHNAMACHARI, SANTHANA
分类号 G06T1/00;G06F17/30;G06T7/00;(IPC1-7):G06F/ 主分类号 G06T1/00
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