ABSTRACT
This paper presents a new directed filter that is performed on the dominant directions. The dominant directions are computed by the cluster algorithm and fuzzy set theory. The dominance of those dominant directions is computed and used for similarity measurement. The experiments show that the proposed filter fits for particular image domains very much.
- Freeman WT, Adelson EH. The design and use of steerable filters. IEEE Transactions on Pattern Analysis and Machine Intelligence, 13 (9): 891--906, 1991. Google ScholarDigital Library
- Jun YH, You XG. Fast Image Search Using Vector Quantization. Journal of software, 15 (5): 712--719, 2004.Google Scholar
- Richard Ng CB, Guojun L, Dengsheng Z. Performance study of Gabor filters and Rotation Invariant Gabor filters. In Proceedings of the 11th International Multimedia Modelling Conference. IEEE Computer Society, Washington, 2005, 158--162. Google ScholarDigital Library
- Wei CH, Li CT, Wilson R. A content-based approach to medical image database retrieval. Database Modeling for Industrial Data Management, Idea Group publishing, 2005, 258--292.Google Scholar
Index Terms
- Directed filter for dominant direction fuzzy set in content-based image retrieval
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