Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/54723
Title: Efficient mechanism for discontinuity preserving in optical flow methods
Authors: Monzón, Nelson 
Sánchez, Javier 
Salgado de la Nuez, Agustín 
UNESCO Clasification: 220990 Tratamiento digital. Imágenes
Keywords: Optical flow
Motion estimation
TV-L1
Variational method
Discontinuity-preserving
Issue Date: 2014
Publisher: 0302-9743
Journal: Lecture Notes in Computer Science 
Conference: 6th International Conference on Image and Signal Processing (ICISP) 
6th International Conference on Image and Signal Processing, ICISP 2014 
Abstract: We propose an efficient solution for preserving the motion boundaries in variational optical flow methods. This is a key problem of recent TV-L 1 methods, which typically create rounded effects at flow edges. A simple strategy to overcome this problem consists in inhibiting the smoothing at high image gradients. However, depending on the strength of the mitigating function, this solution may derive in an ill-posed formulation. Therefore, this type of approaches is prone to produce instabilities in the estimation of the flow fields. In this work, we modify this strategy to avoid this inconvenience. Then, we show that it provides very good results with the advantage that it yields an unconditionally stable scheme. In the experimental results, we present a detailed study and comparison between the different alternatives.
URI: http://hdl.handle.net/10553/54723
ISBN: 9783319079974
ISSN: 0302-9743
DOI: 10.1007/978-3-319-07998-1_49
Source: Elmoataz A., Lezoray O., Nouboud F., Mammass D. (eds) Image and Signal Processing. ICISP 2014. Lecture Notes in Computer Science, vol 8509, p. 425-432. Springer, Cham
Appears in Collections:Actas de congresos
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