Robust Multiresolution Estimation of Parametric Motion Models

Abstract

This paper describes a method to estimate parametric motion models. Motivations for the use of such models are on one hand their efficiency, which has been demonstrated in numerous contexts such as estimation, segmentation, tracking and interpretation of motion, and on the other hand, their low computational cost compared to optical flow estimation. However, it is important to have the best accuracy for the estimated parameters, and to take into account the problem of multiple motion. We have therefore developed two robust estimators in a multiresolution framework. Numerical results support this approach, as validated by the use of these algorithms on complex sequences.

DOI: 10.1006/jvci.1995.1029

Extracted Key Phrases

19 Figures and Tables

050100'95'97'99'01'03'05'07'09'11'13'15'17
Citations per Year

749 Citations

Semantic Scholar estimates that this publication has 749 citations based on the available data.

See our FAQ for additional information.

Cite this paper

@article{Odobez1995RobustME, title={Robust Multiresolution Estimation of Parametric Motion Models}, author={Jean-Marc Odobez and Patrick Bouthemy}, journal={J. Visual Communication and Image Representation}, year={1995}, volume={6}, pages={348-365} }