基于RGB图的三维手部姿态估计
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A3-Net: Calibration-Free Multi-View 3D Hand Reconstruction for Enhanced Musical Instrument Learning
State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications Abstract Precise 3D hand posture is essential for learning musical instruments. Reconstructing highly precise 3D hand gestures enables learners to correct and master proper techniques through 3D simulation and Extended Reality. However, exsiting methods typically rely on precisely calibrated multicamera systems, […]
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Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction
Kaixin Fan, Pengfei Ren*, Jingyu Wang† , Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao
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Region-Aware Dynamic Filtering Network for 3D Hand Reconstruction
aState Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications Paper Abstract 3D hand reconstruction from RGB image has attracted a lot of attention due to its crucial role in human-computer interaction. Nevertheless, it is still challenging to perform 3D hand reconstruction under conditions of hand-object interaction due to severe mutual […]
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SMR: Spatial-Guided Model-Based Regression for 3D Hand Pose and Mesh Reconstruction
Paper Abstract 3D hand reconstruction is an important technique for human-computer interaction. Interactive experience depends on the accuracy, efficiency, and robustness of the algorithm. Therefore, in this paper, we first propose a balanced framework called spatial-aware regression (SAR) to achieve precise and fast reconstruction. SAR can bridge convolutional networks and graph-structure networks more effectively than […]
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SAR: Spatial-Aware Regression for 3D Hand Pose and Mesh Reconstruction from a Monocular RGB Image
Paper Code Illustration of 3D hand reconstruction from a monocular RGB image input. From the camera input (left), we reconstruct 3D hand mesh (upper right) and 3D hand pose (lower right). Because of our good balance of accuracy and efficiency, our method has more potential for real-world applications in VR/AR scenarios. Abstract 3D hand reconstruction […]