Directed filter for dominant direction fuzzy set in content-based image retrieval
Proceedings of the 2007 ACM symposium on Applied computing
Evaluation of the effects of Gabor filter parameters on texture classification
Pattern Recognition
Annotating historical archives of images
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
HotPower'10 Proceedings of the 2010 international conference on Power aware computing and systems
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Gabor filters have been proven to be very useful for texture retrieval and are widely adopted (1, 2, 3, 4, 5, 6). However, the original Gabor texture features are rotation variant. Recently, Zhang et al proposed rotation normalization using circular shift. They have shown the proposed rotation normalization is effective through some examples, but did not comprehensively study its performance. The purpose of this paper is to study the performance of the rotation normalization on a good size texture database. Our experimental results show that the proposed rotation normalization is effective in retrieving rotated textures and has some adverse effect on retrieving non-rotated texture.