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A Three-Frame Approach to Constraint-Consistent Motion Estimation
Hong Kong August 20-August 24
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.18618th International Conference on Patt ...
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Zhaohui Sun, GE Global Research One Research Circle, Niskayuna, NY
We study the motion estimation across three images by simultaneously enforcing the geometric constraint of trilinearity and the constant-brightness constraint. An iterative and hierarchical three-frame scheme is proposed to solve the geometry-consistent and appearance-consistent motion fields. It provides an uncalibrated approach to dense motion estimation, applicable to both 2-D and 3-D rigid scenes under perspective projection with unconstrained camera motion. Valid and consistent constraints are explored to alleviate the inherent aperture and over smoothing problems.
Citation:
Zhaohui Sun, "A Three-Frame Approach to Constraint-Consistent Motion Estimation," icpr, vol. 1, pp.35-38, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006
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