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
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;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334424