Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions

ICCV 2019 Guha BalakrishnanAdrian V. DalcaAmy ZhaoJohn V. GuttagFredo DurandWilliam T. Freeman

We introduce visual deprojection: the task of recovering an image or video that has been collapsed along a dimension. Projections arise in various contexts, such as long-exposure photography, where a dynamic scene is collapsed in time to produce a motion-blurred image, and corner cameras, where reflected light from a scene is collapsed along a spatial dimension because of an edge occluder to yield a 1D video... (read more)

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