IMAGE RETRIEVAL USING FUZZY EVALUATION OF COLOR SIMILARITY

Author:

BINAGHI ELISABETTA1,GAGLIARDI ISABELLA1,SCHETTINI RAIMONDO1

Affiliation:

1. Istituto per le Tecnologie Informatiche Multimediali, Consiglio Nazionale delle Ricerche, 20131 Milano — Via Ampere 56, Italy

Abstract

The paper describes the design and implementation of an information retrieval system using color as the index in its color image archive. Salient aspects of this approach are the use of direct visual representation of color in querying and of fuzzy set theory to formally represent intrinsic human uncertainty in evaluating the similarity between colors (query interpretation). The steps in which the information retrieval strategy is organized are illustrated, and an example of its application given, showing how the implemented system can be tailored to manage archives of images representing fabric samples.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Cited by 24 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Content-based image retrieval: Colorfulness and Depth visual perception quantification;2021 International Conference on Content-Based Multimedia Indexing (CBMI);2021-06-28

2. Fuzzy Methods on the Web: A Critical Discussion;35 Years of Fuzzy Set Theory;2010

3. Empirical comparison of image retrieval color similarity methods with human judgment;Displays;2008-07

4. Image Retrieval using Fuzzy Representation of Colors;Soft Computing;2006-03-14

5. VIRMA: Visual Image Retrieval by Shape MAtching;Lecture Notes in Computer Science;2006

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