GitHub

Object detection, 3D detection, and pose estimation using center point detection:

Detection identifies objects as axis-aligned boxes in an image. Most successful object detectors enumerate a nearly exhaustive list of potential object locations and classify each. This is wasteful, ...
GitHub

Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation

You can obtain the Human3.6M dataset from the Human3.6M website, and then set it up using the instructions provided in VideoPose3D. For newer GPUs (e.g., RTX 4090, which does not support CUDA 10.2), ...
IEEE

PRAMGCN-Net: 3D Human Pose Estimation With a Parameterized Routing Adjacency Modulation Graph Convolutional Network

Abstract: Human pose estimation reconstructs 3D human joint positions from monocular images or videos, enabling applications in healthcare, sports, AR/VR, and animation. The challenge lies in depth ...
IEEE

A feasible face pose estimation by evaluating 3D facial feature vectors from 2D features

Abstract: Estimating head pose correctly from input face images is important for developing applications of vision-based human computer interaction. In this paper, we present a robust 3D head pose ...