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Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction from a Single Image

Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction from a Single Image

An emerging problem in computer vision is the reconstruction of 3D shape and pose of an object from a single image. Hitherto, the problem has been addressed through the application of canonical deep learning methods to regress from the image directly to the 3D shape and pose labels. These approaches, …