Title
Fast Piecewise-Affine Motion Estimation Without Segmentation.
Abstract
Current algorithmic approaches for piecewise affine motion estimation are based on alternating motion segmentation and estimation. We propose a new method to estimate piecewise affine motion fields directly without intermediate segmentation. To this end, we reformulate the problem by imposing piecewise constancy of the parameter field, and derive a specific proximal splitting optimization scheme. ...
Year
DOI
Venue
2018
10.1109/TIP.2018.2856399
IEEE Transactions on Image Processing
Keywords
DocType
Volume
Optimization,Motion segmentation,Image segmentation,Motion estimation,TV,Estimation,Standards
Journal
27
Issue
ISSN
Citations 
11
1057-7149
1
PageRank 
References 
Authors
0.36
33
5
Name
Order
Citations
PageRank
Denis Fortun1425.26
Martin Storath213812.69
Dennis Rickert351.16
andreas weinmann413812.81
Michael Unser5285.24