IEEE

Efficient Real-Time Sports Action Pose Estimation via EfficientPose and Temporal Graph Convolution

Abstract: Accurate and efficient human pose estimation is crucial for precise motion tracking and performance feedback in real-time sports analysis. This paper presents a real-time pose estimation ...
GitHub

PersPose: 3D Human Pose Estimation with Perspective Encoding and Perspective Rotation

This is the offical Pytorch implementation of PersPose, which estimates the 3D positions of joints from individual images. Below is the overall framework. We design Perspective Encoding (PE) to encode ...
GitHub

Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle

The BBox-Mask-Pose (BMP) method integrates detection, pose estimation, and segmentation into a self-improving loop by conditioning these tasks on each other. This approach enhances all three tasks ...
IEEE

Diff-Art: Category-level Articulation Pose Estimation via Conditional Diffusion

Articulated objects are prevalent in people’s daily lives, yet their diverse motion structures pose significant challenges for category-level pose estimation. To address this, in this work, we ...