Learning a dictionary of deformable patches using GPUs

Abstract

We propose a simple method for learning a dictionary of deformable patches for simultaneous shape recognition and reconstruction. Our approach relies on two key innovations - introducing a pre-defined set of transformations on patches to enrich the search space, and designing a parallel framework on Graphical Processors (GPUs) for matching a large number of… (More)
DOI: 10.1109/ICCVW.2011.6130282

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Cite this paper

@article{Ye2011LearningAD, title={Learning a dictionary of deformable patches using GPUs}, author={Xingyao Ye and Alan L. Yuille}, journal={2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)}, year={2011}, pages={483-490} }