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Image Retrieval Using Spatial Color and Edge Detection.

Authors :
Ho, Yo-Sung
Kim, Hyoung Joong
Chang, Chin-Chen
Chou, Yung-Chen
Wu, Wen-Chuan
Source :
Advances in Mulitmedia Information Processing - PCM 2005 (9783540300274); 2005, p981-992, 12p
Publication Year :
2005

Abstract

To improve the effectiveness and efficiency of CBIR systems, in this paper, we present a novel IR scheme with multiple features, the spatial color and edge percentage features, derived by way of moment-preserving edge detection. Put the above two features together, we come by an effective and efficient IR system. Experimental results show that the proposed method outperforms other similar methods in terms of accuracy and retrieval efficiency. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540300274
Database :
Supplemental Index
Journal :
Advances in Mulitmedia Information Processing - PCM 2005 (9783540300274)
Publication Type :
Book
Accession number :
32861607
Full Text :
https://doi.org/10.1007/11581772_86