VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera - SIGGRAPH2017
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We present the first real-time method to capture the full global 3D skeletal pose of a human in a stable, temporally consistent manner using a single RGB camera. Our method combines a new convolutional neural network (CNN) based pose regressor with kinematic skeleton fitting. Our novel fully-convolutional pose formulation regresses 2D and 3D joint positions jointly in real time and does not require tightly cropp
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VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera - SIGGRAPH2017