Application of fuzzy set theory to color image retrieval*
Yanmei Liang, Hongchen Zhai, Guoguang Mu, (1)光电子信息技术科学教育部重点实验室,天津300071; (2)南开大学现代光学研究所,天津300071 · Acta Physica Sinica · 2002
We report an application of fuzzy relations in fuzzy set theory to the calculation of the similarity between colors, and apply it to the color image retrieval, where only a membership function is used as a measure of the similarity between the characteristic color vectors of a query image and of the images in the database. A match between two colors is defined as the α-cut fuzzy relation.In the comparison process, screening with decreasing by orders for comparisons and a method of regional color vector comparison are developed, which effectively reduce the color correlation in the red-green-blue (RGB) space and save from massive unnecessary calculations. Our theoretical and experimental results show clearly the advantages of our approach in both accuracy and speed of the color image retrieval.