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Extracting Affine Deformations from Image Patches I: Finding Scale and Rotation (1993)  (Make Corrections)  (2 citations)
R. Manmatha and John Oliensis Computer Science Department University of...
CVPR93



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Abstract: Image deformations due to relative motion between an observer and an object may be used to infer 3-D structure. Up to first order these deformations can be written in terms of an affine transform. Here, a novel approach is adopted to measuring affine transforms which correctly handles the problem of corresponding deformed patches. The patches are filtered using gaussians and derivatives of gaussians and the filters deformed according to the affine transform. The problem of finding the affine... (Update)

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.... can be tracked by optimizing some matching criterion with respect to translation [10] 1] and linear image deformation [6] 8] [11], possibly with adaptive window size[14] Feature windows can be selected based on some measure of texturedness or cornerness, such as a...

.... has been experimentally proven to be a suitable model for small local cloud motion [15] A lot of work has been done on affine motion [10] [12] 9] 8] However, most of the work assumed correspondence [8] or did not recover structure at the same time. In this paper, we...

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BibTeX entry:   (Update)

R. Manmatha and J. Oliensis. Extracting affine deformations from image patches - I: Finding scale and rotation. CVPR, 754--755, 1993. http://citeseer.ist.psu.edu/manmatha93extracting.html   More

@inproceedings{ manmatha93extracting,
    author = "Manmatha, R. and Oliensis, J.",
    title = "Extracting Affine Deformations from Image Patches - I: Finding Scale and Rotation",
    booktitle = "CVPR93",
    pages = "754-755",
    year = "1993",
    url = "citeseer.ist.psu.edu/manmatha93extracting.html" }
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