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Image Retrieval Using the Fusion of Texture Features  

천영덕 (경북대학교 전자전기공학부)
서상용 (한국통신 멀티미디어연구소)
김남철 (경북대학교 전자전기공학부)
Abstract
We present an image retrieval method for improving retrieval performance by effective fusion of entropy features in wavelet region and wavelet moments. In this method, entropy features are sensitive to the local variation of gray level and well extract valley and edges. These features are effectively applied to contend-based image retrieval by well fusing to wavelet moments that represent texture property in multi-resolution. In order to evaluate the performance of the proposed method. We use Corel Draw Photo DB. Experiment results show that the proposed yields 11% better performance for Corel Draw Photo DB over wavelet moments method.
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1 Image indexing using moments and wavelets /
[ M. K. Mandal;T. Aboulnasr;S. Panchanathan ] / IEEE Trans. Consumer Electronics   ScienceOn
2 Image retrival: current techniques, promising directions, and open issues /
[ Y. Rui;T. S. Huang ] / J. Visual Communication and Image Representation
3 Extraction of texture regions using region-based local correlation /
[ S. Y. Seo;C. W. Lim;Y. D. Chun;N. C. Kim ] / VCIP2001, SPIE Proceedings Series
4 엔트로피 특징을 이용한 영상검색 /
[ 서상용;천영덕;김남철 ] / 한국통신학회 논문지   과학기술학회마을
5 /
[] / Corel Draw Photo DB
6 /
[ Shi-kuo Chang ] / Principles of pictorial information systems design
7 Image analysis via the general theory of moments /
[ M. R. Teague ] / Journal of Optical Society of America   ScienceOn
8 /
[ R. M. Haralick;L. G. Shapiro ] / Computer and Robot Vision
9 Content-based image retrieval at the end of the early years /
[ Smeulders, A.W.M.;Worring, M.;Santini, S.;Gupta, A.;Jain, R. ] / IEEE Trans. Pattern Analysis and Machine Intelligence   ScienceOn
10 Entropy and color correlation feature for image indexing /
[ S. Y. Jeong;K. H. Kim;B. T. Chun;J. Y. Lee ] / Proc. ICIP
11 The wavelet transform, timefrequency localization and signal analysis /
[ I. Daubechies ] / IEEE Trans. Information Theory   ScienceOn
12 Texture features for image classification /
[ R. M. Haralick;K. Shanmugam;I. Dinstein ] / IEEE Trans. SMC
13 Texture features for browsing and retrieval of image data /
[ B. S. Manjunath;W. Y. Ma ] / IEEE Trans. PAMI   ScienceOn
14 Texture classification using wavelet decomposition with markov random field models /
[ L. Wang;J. Liu;S. Li ] / Proc. ICPR' 98
15 /
[] / Vistex Texture Database