A survey on human motion analysis from depth data

M Ye, Q Zhang, L Wang, J Zhu, R Yang… - Time-of-flight and depth …, 2013 - Springer
Human pose estimation has been actively studied for decades. While traditional approaches
rely on 2d data like images or videos, the development of Time-of-Flight cameras and other …

A survey of human motion analysis using depth imagery

L Chen, H Wei, J Ferryman - Pattern Recognition Letters, 2013 - Elsevier
Abstract Analysis of human behaviour through visual information has been a highly active
research topic in the computer vision community. This was previously achieved via images …

Efficient human pose estimation from single depth images

J Shotton, R Girshick, A Fitzgibbon… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
We describe two new approaches to human pose estimation. Both can quickly and
accurately predict the 3D positions of body joints from a single depth image without using …

Human pose estimation and its application to action recognition: A survey

L Song, G Yu, J Yuan, Z Liu - Journal of Visual Communication and Image …, 2021 - Elsevier
Human pose estimation aims at predicting the poses of human body parts in images or
videos. Since pose motions are often driven by some specific human actions, knowing the …

Human skeleton tracking from depth data using geodesic distances and optical flow

LA Schwarz, A Mkhitaryan, D Mateus… - Image and Vision …, 2012 - Elsevier
In this paper, we present a method for human full-body pose estimation from depth data that
can be obtained using Time of Flight (ToF) cameras or the Kinect device. Our approach …

A survey of advances in vision-based human motion capture and analysis

TB Moeslund, A Hilton, V Krüger - Computer vision and image …, 2006 - Elsevier
This survey reviews advances in human motion capture and analysis from 2000 to 2006,
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …

A data-driven approach for real-time full body pose reconstruction from a depth camera

A Baak, M Müller, G Bharaj, HP Seidel… - … Depth Cameras for …, 2013 - Springer
The 3D reconstruction of complex human motions from 2D color images is a challenging
and sometimes intractable problem. The pose estimation problem becomes more feasible …

Real-time human pose recognition in parts from single depth images

J Shotton, T Sharp, A Kipman, A Fitzgibbon… - Communications of the …, 2013 - dl.acm.org
We propose a new method to quickly and accurately predict human pose---the 3D positions
of body joints---from a single depth image, without depending on information from preceding …

[HTML][HTML] Real-time human pose estimation and gesture recognition from depth images using superpixels and SVM classifier

H Kim, S Lee, D Lee, S Choi, J Ju, H Myung - Sensors, 2015 - mdpi.com
In this paper, we present human pose estimation and gesture recognition algorithms that
use only depth information. The proposed methods are designed to be operated with only a …

Berkeley mhad: A comprehensive multimodal human action database

F Ofli, R Chaudhry, G Kurillo, R Vidal… - 2013 IEEE workshop …, 2013 - ieeexplore.ieee.org
Over the years, a large number of methods have been proposed to analyze human pose
and motion information from images, videos, and recently from depth data. Most methods …