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Affine invariant texture signatures

Affine invariant texture signatures

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Original languageEnglish
Title of host publication Proceedings. 2001 International Conference on Image Processing
PublisherIEEE
Pages618-621
Number of pages4
Volume2
ISBN (Print)0780367251
DOIs
StatePublished - 2001
Event2001 International Conference on Image Processing - Thessaloniki, Greece

Conference

Conference2001 International Conference on Image Processing
Abbreviated titleICIP 2001
CountryGreece
CityThessaloniki
Period7/10/0110/10/01

Abstract

We develop a new approach for texture classification independent of affine transforms. Based on a spectral representation of texture images under affine transform, anisotropic scale invariant signatures of the orientation spectrum distribution are extracted. A peaks distribution vector (PDV) obtained on the distribution of these signatures captures texture properties invariant to affine distortion. The PDV is used to measure the similarity between textures. Experimental results show the efficiency of the PDV for affine invariant texture classification

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