Deep learning-based human pose estimation: A survey
Human pose estimation aims to locate the human body parts and build human body
representation (eg, body skeleton) from input data such as images and videos. It has drawn …
representation (eg, body skeleton) from input data such as images and videos. It has drawn …
The center of attention: Center-keypoint grou** via attention for multi-person pose estimation
We introduce CenterGroup, an attention-based framework to estimate human poses from a
set of identity-agnostic keypoints and person center predictions in an image. Our approach …
set of identity-agnostic keypoints and person center predictions in an image. Our approach …
Rethinking pose estimation in crowds: overcoming the detection information bottleneck and ambiguity
Frequent interactions between individuals are a fundamental challenge for pose estimation
algorithms. Current pipelines either use an object detector together with a pose estimator …
algorithms. Current pipelines either use an object detector together with a pose estimator …
Graph-based 3d multi-person pose estimation using multi-view images
This paper studies the task of estimating the 3D human poses of multiple persons from
multiple calibrated camera views. Following the top-down paradigm, we decompose the task …
multiple calibrated camera views. Following the top-down paradigm, we decompose the task …