Direct estimation of the backward flow


Autoria(s): Sánchez Pérez, Javier; Salgado de la Nuez, Agustín Javier; Monzón López, Nelson
Data(s)

31/01/2014

31/01/2014

2013

Resumo

[EN] The aim of this work is to propose a new method for estimating the backward flow directly from the optical flow. We assume that the optical flow has already been computed and we need to estimate the inverse mapping. This mapping is not bijective due to the presence of occlusions and disocclusions, therefore it is not possible to estimate the inverse function in the whole domain. Values in these regions has to be guessed from the available information. We propose an accurate algorithm to calculate the backward flow uniquely from the optical flow, using a simple relation. Occlusions are filled by selecting the maximum motion and disocclusions are filled with two different strategies: a min-fill strategy, which fills each disoccluded region with the minimum value around the region; and a restricted min-fill approach that selects the minimum value in a close neighborhood. In the experimental results, we show the accuracy of the method and compare the results using these two strategies.

Identificador

http://hdl.handle.net/10553/11279

676570

Idioma(s)

eng

Direitos

Acceso libre

by-nc-nd

Fonte

8 th International Conference on Computer Vision Theory and Applications. -- Barcelona, VISSAP, 2013. -- pp. 268-274

Palavras-Chave #33 Ciencias tecnológicas
Tipo

info:eu-repo/semantics/conferenceObject