Computing inverse optical flow


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

10/01/2014

10/01/2014

2013

Resumo

[EN] We propose four algorithms for computing the inverse optical flow between two images. We assume that the forward optical flow has already been obtained and we need to estimate the flow in the backward direction. The forward and backward flows can be related through a warping formula, which allows us to propose very efficient algorithms. These are presented in increasing order of complexity. The proposed methods provide high accuracy with low memory requirements and low running times.In general, the processing reduces to one or two image passes. Typically, when objects move in a sequence, some regions may appear or disappear. Finding the inverse flows in these situations is difficult and, in some cases, it is not possible to obtain a correct solution. Our algorithms deal with occlusions very easy and reliably. On the other hand, disocclusions have to be overcome as a post-processing step. We propose three approaches for filling disocclusions. In the experimental results, we use standard synthetic sequences to study the performance of the proposed methods, and show that they yield very accurate solutions. We also analyze the performance of the filling strategies. 

Identificador

CTIM Technical Report nº3

http://hdl.handle.net/10553/11184

Idioma(s)

eng

Direitos

info:eu-repo/semantics/openAccess

Fonte

CTIM Technical Report. --Las Palmas de Gran Canaria: Centro de Tecnologías de la Imágen, 2012. --Nº 3. --32 p. --ISSN 2254-2353

Palavras-Chave #3304 Tecnología de los ordenadores #1206 Análisis numérico #220990 Tratamiento digital. Imágenes
Tipo

info:eu-repo/semantics/report