CBIR using Perception based Texture and Colour Measures

Authors:
Sanjoy Kumar Saha;Amit Kumar Das;Bhabatosh Chanda
Affiliations:
Jadavpur Univ., India;B.E. College, India;ISI, Kolkata, India
Venue:
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Year:
2004

Citing 0
Cited 3

Image retrieval based on indexing and relevance feedback

Pattern Recognition Letters
A novel similarity measure method for CBIR system

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
A vertical search engine based on visual and textual features

Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games

Quantified Score

Hi-index	0.00

Visualization

Abstract

We have designed and implemented an experimental CBIR system that uses a texture co-occurence 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.