Using Colour Gabor Texture Features For Scene Understanding (ResearchIndex)

Using Colour Gabor Texture Features For Scene Understanding (Correct)
C.J. Setchell, N.W. Campbell7th. International Conference on Image Processing and its Applications
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Abstract: This paper demonstrates that when a bank of Gabor filters is applied to an image, there are strong relationships between the outputs of the different filters. These relationships are used to devise a new texture feature which is capable of describing texture information in a concise manner. Information about the distributions of filter responses is also encoded in the new feature. Performance of the feature is assessed by applying it to an image region classification task and comparing results to those obtained using features which do not utilise the relationships between filter outputs. It is shown that the distribution information aids the classification task. The new feature performs... (Correct Abstract)

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BibTeX entry: (Correct)

@inproceedings{ setchell99using,
    author = "C J Setchell and N W Campbell",
    title = "Using Colour Gabor Texture Features for Scene Understanding",
    booktitle = "7th. International Conference on Image Processing and its Applications",
    publisher = "Institution of Electrical Engineers",
    pages = "372--376",
    year = "1999",
    url = "citeseer.nj.nec.com/217908.html" }

Citations (may not include all citations):
Doc 168 Theory of communication - Gabor - 1946
Doc 115 Unsupervised texture segmentation using Gabor filters - Jain, Farrokhnia - 1991
Doc 92 Preattentive texture discrimination with early vision mechan.. - Malik, Perona - 1990
Doc 84 Markov random field texture models - Cross, Jain - 1983
Doc 47 Texture analysis and classification with tree-structured wav.. - Chang, Kuo - 1993
Doc 43 Uncertainty relation for resolution in space, spatial freque.. - Daugman - 1985
Doc 29 High confidence visual recognition of persons by a test of s.. - Daugman - 1993
Doc 26 A theoretical comparison of texture algorithms - Conners, Harlow - 1980
Doc 16 Texture descriptors based on co-occurrence matrices - Gotlieb, Kreyszig - 1990
Doc 15 Interpreting image databases by region classification - Campbell, Mackeown et al. - 1997
Doc 14 Optimal Gabor filters for texture segmentation - Dunn, Higgins - 1995
Doc 7 Automatic interpretation of outdoor scenes - Campbell, Mackeown et al. - 1995
Doc 7 Integrated approach to texture segmentation using multiple G.. - Weldon, Higgins - 1996
Doc 2 Object detection using Gabor filters - Jain, Ratha et al. - 1997
Doc 1 Principle of digital image synthesis, Vol 1 - Glassner - 1995
Doc 1 Image region labelling by humans and by an artificial neural.. - Clark, Troscianko et al. - 1996

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