Mathematical study of the relaxed optical flow problem in the space BV (Omega)

Citation
G. Aubert et P. Kornprobst, Mathematical study of the relaxed optical flow problem in the space BV (Omega), SIAM J MATH, 30(6), 1999, pp. 1282-1308
Citations number
53
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON MATHEMATICAL ANALYSIS
ISSN journal
00361410 → ACNP
Volume
30
Issue
6
Year of publication
1999
Pages
1282 - 1308
Database
ISI
SICI code
0036-1410(19991013)30:6<1282:MSOTRO>2.0.ZU;2-G
Abstract
This paper describes a variational approach for estimating a discontinuous optical flow from a sequence of images. Defined as the apparent motion of t he image brightness pattern, the optical flow is very important in the comp uter vision community, where its accurate estimation is strongly needed. Af ter a short overview of existing methods, we present a new variational meth od that we study in the space of bounded variations. We first present an in tegral representation of the optical flow problem which appears to be not l ower semicontinuous. The relaxed functional is then calculated. We conclude by challenging questions about the possible numerical analysis of the abst ract results.