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A sparse texture representation using local affine regionsIEEE Transactions on Pattern Analysis and Machine Intelligence In IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 8. (2005), pp. 1265-1278.
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AbstractThis article introduces a texture representation suitable for recognizing images of textured surfaces under a wide range of transformations, including viewpoint changes and non-rigid deformations. At the feature extraction stage, a sparse set of a#ne Harris and Laplacian regions is found in the image. Characteristic ellipses associated with these regions are mapped onto circles to achieve a#ne invariance, and the appearance of the corresponding normalized patches is represented using two novel ...
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