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Application of fuzzy logic in content-based image retrieval

WANG Xiao-ling XIE Kang-lin

哈尔滨工业大学学报(英文版)2008,Vol.15Issue(3):386-392,7.
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

WANG Xiao-ling 1XIE Kang-lin2

作者信息

  • 1. Dept. of Information Science, Shanghai Lixin University of Commerce, Shanghai 201620, China
  • 2. Dept. of Computer Science and Engineering, Shanghai Jiantong University, Shanghai 200030, China
  • 折叠

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 retrieval

Key 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)

哈尔滨工业大学学报(英文版)

1005-9113

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