1 September 1991 Efficient visual representation and reconstruction from generalized curvature measures
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Abstract
This paper considers how basic geometrical properties like curvature, rigidity, and possible embeddings can be related to efficient image encoding and the statistical concept of redundancy. In particular, the redundancy of planar and parabolic patches of images as surfaces is revealed by reconstructing the original image from curvature measures that are zero for non-elliptic regions. This approach also gives a new perspective on encoding principles in biological vision.
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Erhardt Barth, Erhardt Barth, Terry M. Caelli, Terry M. Caelli, Christoph Zetzsche, Christoph Zetzsche, } "Efficient visual representation and reconstruction from generalized curvature measures", Proc. SPIE 1570, Geometric Methods in Computer Vision, (1 September 1991); doi: 10.1117/12.49977; https://doi.org/10.1117/12.49977
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