哈尔滨工业大学学报(英文版)2008,Vol.15Issue(3):386-392,7.
Application of fuzzy logic in content-based image retrieval
Application of fuzzy logic in content-based image retrieval
摘要
Abstract
We propose a fuzzy logic-based image retrieval system, in which the image similarity can be inferred in a nonlinear manner as human thinking. In the fuzzy inference process, weight assignments of multi-image features were resolved impliedly. Each fuzzy rule was embedded into the subjectivity of human perception of image contents. A color histogram called the average area histogram is proposed to represent the color features. Experimental results show the efficiency and feasibility of the proposed algorithms.关键词
semantic gap/ fuzzy inference/ weight assignment/ subjectivity of human perception/ color-based image retrievalKey words
semantic gap/ fuzzy inference/ weight assignment/ subjectivity of human perception/ color-based image retrieval分类
信息技术与安全科学引用本文复制引用
WANG Xiao-ling,XIE Kang-lin..Application of fuzzy logic in content-based image retrieval[J].哈尔滨工业大学学报(英文版),2008,15(3):386-392,7.基金项目
Sponsored by the National High Technology Research & Development Program of China (863 Program) (Grant No. 2002AA413420) (863 Program)
the Program of theShanghai Education Commission(Grant No. 06QZ003) and the Found Program of the Shanghai College Select and Cultivat Excellent Young Teacher(Grant No. 27007). (Grant No. 06QZ003)