Title :
An Efficient Image Retrieval Approach base on Color Clustering
Author_Institution :
Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
A color-based image retrieval is an approach for more efficient retrieval using description of image features. In this paper, a new color cluster algorithm is presented. The algorithm was developed based on HVS color space, idea of histogram intersection and combination of two similarity values. The algorithm has been coded into a program, which runs under Windows system. The approach is evaluated using a large image databases and proved to provide successful retrieval result supported by precision estimation.
Keywords :
image colour analysis; image retrieval; multimedia computing; pattern clustering; HVS color space; Windows system; color clustering; color-based image retrieval; histogram intersection; Application software; Clustering algorithms; Content based retrieval; Costs; Histograms; Image color analysis; Image databases; Image retrieval; Indexing; Information retrieval;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-2994-1
DOI :
10.1109/IIH-MSP.2007.81