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Efficient Column Generation for Cell Detection and Segmentation
To solve this integer program, we propose a column generation formulation where the pricing program is solved via exact optimization of very small scale integer programs.
Multi-Person Pose Estimation via Column Generation
We give a novel integer program formulation of the multi-person pose estimation problem, in which variables correspond to assignments of parts in the image to poses in a two-tier, hierarchical way.
Efficient Pose and Cell Segmentation using Column Generation
We study the problems of multi-person pose segmentation in natural images and instance segmentation in biological images with crowded cells.
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