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In Image Processing, 2001. Proceedings. 2001 International Conference on, Vol. 2 (October 2001), pp. 610-613 vol.2, doi:10.1109/icip.2001.958567 Key: citeulike:12143157
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Texture analysis plays an important role in image analysis and pattern recognition. Texture-based modelling has become a powerful tool for content-based image retrieval. A new texture feature named LFH is proposed based on the local-similarity and 8-neighbour gray-tone spatial dependencies by using local Fourier transform. We extracted a histogram of local Fourier coefficients maps of the texture image for texture classification and texture retrieval. Experiments on 13 samples of Brodatz textures demonstrate the efficiency and effect of texture classification. The performance of texture retrieval is illustrated
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