Pose Estimation, Golf Swing Analysis, Computer Vision, YOLO Pose, MediaPipe Pose, Sports Analytics, OKS Metric, Human Motion Analysis Share and Cite: Yuan, A. and Ndongmo, B. (2026) On the Utility of ...
Inference time comparison between the 3 available pose estimation libraries: OpenPose, Alpha-Pose (fast Pytorch version), and Mask R-CNN: This analysis was performed using the same images for each ...
Combine Openpose 2D detection results and depth image to obtain human 3D joint positions, and draw in ROS rviz. Openpose: First, install Openpose by following its very detailed and very long official ...
Abstract: In this paper, we presented a real-time 2D human gesture grading system from monocular images based on OpenPose, a library for real-time multi-person keypoint detection. After capturing 2D ...
Abstract: The paper reports the performance of a low-cost markerless system for 3D human motion detection and tracking, consisting of the open-source library OpenPose, two webcams and a linear ...
We present an approach that uses a multi-camera system to train fine-grained detectors for keypoints that are prone to occlusion, such as the joints of a hand. We call this procedure multiview ...
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