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Multi-Person 3D Human Pose Estimation from Monocular Images

Multi-Person 3D Human Pose Estimation from Monocular Images

Multi-person 3D human pose estimation from a single image is a challenging problem, especially for in-the-wild settings due to the lack of 3D annotated data. We propose HG-RCNN, a Mask-RCNN based network that also leverages the benefits of the Hourglass architecture for multi-person 3D Human Pose Estimation. A two-staged approach …