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

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 ...
GitHub

FMPose3D: monocular 3D pose estimation via flow matching

FMPose3D creates a 3D pose from a single 2D image. It leverages fast Flow Matching, generating multiple plausible 3D poses via an ODE in just a few steps, then aggregates them using a ...
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 ...