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Simulating dynamical systems for early vision

AuthorsDellen, Babette ; Wörgötter, Florentin
KeywordsEarly vision
Stereo matching
Issue Date2009
CitationProceedings of the International Conference on Computer Vision Theory and Applications: 525-528 (2009)
AbstractWe propose a novel algorithm for stereo matching using a dynamical systems approach. The stereo correspondence problem is first formulated as an energy minimization problem. From the energy function, we derive a system of differential equations describing the corresponding dynamical system of interacting elements, which we solve using numerical integration. Optimization is introduced by means of a damping term and a noise term, an idea similar to simulated annealing. The algorithm is tested on the Middlebury stereo benchmark.
DescriptionPresentado al International Conference on Computer Vision Theory and Applications (VISAPP/2009) celebrado en Lisboa (Portugal).
Publisher version (URL)http://www.visapp.visigrapp.org/VISAPP2009/
Appears in Collections:(IRII) Libros y partes de libros
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