DocumentCode
3438419
Title
CBIR using perception based texture and colour measures
Author
Saha, Sanjoy Kumar ; Das, Amit Kumar ; Chanda, Bhabatosh
Author_Institution
Dept. of CSE, Jadavpur Univ., India
Volume
2
fYear
2004
fDate
23-26 Aug. 2004
Firstpage
985
Abstract
We have designed and implemented an experimental CBIR system that uses a texture co-occurrence matrix. Fuzzy index of major colours are also used as colour feature to improve performance. A new measure is suggested to find out the relevance of the retrieved images and to evaluate the CBIR system. Accordingly, the performance study of the proposed system is carried out and compared with a similar system. The study has established the effectiveness of the features.
Keywords
content-based retrieval; fuzzy systems; image colour analysis; image retrieval; image texture; content-based image retrieval system; fuzzy index; perception based colour measures; perception based texture measures; texture co-occurrence matrix; Content based retrieval; Educational institutions; Gabor filters; Histograms; Image retrieval; Intersymbol interference; Mars; Pixel; Reflective binary codes; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-2128-2
Type
conf
DOI
10.1109/ICPR.2004.1334424
Filename
1334424
Link To Document