| A multiscale representation including opponent color features for texture recognition. | |
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MedLine Citation:
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PMID: 18267387 Owner: NLM Status: PubMed-not-MEDLINE |
Abstract/OtherAbstract:
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We introduce a representation for color texture using unichrome and opponent features computed from Gabor filter outputs. The unichrome features are computed from the spectral bands independently while the opponent features combine information across different spectral bands at different scales. Opponent features are motivated by color opponent mechanisms in human vision. We present a method for efficiently implementing these filters, which is of particular interest for processing the additional information present in color images. Using a data base of 2560 image regions, we show that the multiscale approach using opponent features provides better recognition accuracy than other approaches. |
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Authors:
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A Jain; G Healey |
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Publication Detail:
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Type: Letter |
Journal Detail:
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Title: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Volume: 7 ISSN: 1057-7149 ISO Abbreviation: IEEE Trans Image Process Publication Date: 1998 |
Date Detail:
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Created Date: 2008-02-12 Completed Date: 2009-12-15 Revised Date: - |
Medline Journal Info:
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Nlm Unique ID: 9886191 Medline TA: IEEE Trans Image Process Country: United States |
Other Details:
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Languages: eng Pagination: 124-8 Citation Subset: - |
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From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
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