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Bridges to 3D Workshop Bridges to 3D Workshop: How can 3D Vision Help and Be Helped? June 22nd @ CVPR 2018 in Salt Lake City, Utah Room 251-A [Theme] [Speakers] [Schedule] [Posters] [Team] Theme 3D vision has made tremendous progress in the past ten years. Autonomous cars with LIDARs collect petabytes of 3D data, and depth sensors and repositories like Shapenet provide the millions of instances required by large-scale learning systems. At the same time, a wide variety of classic 3D vision problems, ranging from 3D estimation from still images to 3D model retrieval have seen dramatic performance gains, enabling new capabilities. Unfortunately, despite this progress, there is a fundamental disconnect between most 3D vision and the rest of machine intelligence. In computer vision, 3D papers typically focus on 3D for its own sake, and non-3D papers ignore the underlying 3D structure of the world. Outside of vision, there are even larger disconnects. The go...
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