Abstract | ||
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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 Fortun | 1 | 42 | 5.26 |
Martin Storath | 2 | 138 | 12.69 |
Dennis Rickert | 3 | 5 | 1.16 |
andreas weinmann | 4 | 138 | 12.81 |
Michael Unser | 5 | 28 | 5.24 |