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Título: | Simulating dynamical systems for early vision |
Autor: | Dellen, Babette CSIC; Wörgötter, Florentin | Palabras clave: | Early vision Stereo matching |
Fecha de publicación: | 2009 | Editor: | Springer Nature | Citación: | Proceedings of the International Conference on Computer Vision Theory and Applications: 525-528 (2009) | Resumen: | We 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. | Descripción: | Presentado al International Conference on Computer Vision Theory and Applications (VISAPP/2009) celebrado en Lisboa (Portugal). | Versión del editor: | http://www.visapp.visigrapp.org/VISAPP2009/ | URI: | http://hdl.handle.net/10261/30121 | ISBN: | 9789898111692 |
Aparece en las colecciones: | (IRII) Libros y partes de libros |
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Simulating dynamical.pdf | 527,2 kB | Adobe PDF | Visualizar/Abrir |
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