Pose Estimation Using Limbs Adjustment

Authors

Cai Peng, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Metropolitan Transportation, Beijing University of Technology, Beijing 100124, China;
Dehui Kong, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Metropolitan Transportation, Beijing University of Technology, Beijing 100124, China;
Baocai Yin, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Metropolitan Transportation, Beijing University of Technology, Beijing 100124, China;
Huo Yi, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, College of Metropolitan Transportation, Beijing University of Technology, Beijing 100124, China;

Abstract

Abstract: Human body is decomposed into several local component templates connected with tree structure by articulated pose estimation with mixture-of-parts, and the corresponding full score is used to estimate body pose. Such a method fails in precisely estimating human pose due to the defects of tree models when human has the complicated pose of body. To address this problem, pose estimation using limbs adjustment with mixtures-of-parts models was proposed. And pixel discrete direction, local characteristic functions blending full score and pixel discrete direction and other attributes, and pose estimation using limbs adjustment based on local characteristic functions of articulated position were proposed, which is better than the method based on articulated pose estimation with mixtures-of-parts.

Recommended Citation

Peng, Cai; Kong, Dehui; Yin, Baocai; and Yi, Huo (2020) "Pose Estimation Using Limbs Adjustment," Journal of System Simulation: Vol. 27: Iss. 10, Article 18.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol27/iss10/18

First Page

2344

Revised Date

2015-07-22

DOI Link

https://doi.org/

Last Page

2351

CLC

TP391

Recommended Citation

Cai Peng, Kong Dehui, Yin Baocai, Huo Yi. Pose Estimation Using Limbs Adjustment[J]. Journal of System Simulation, 2015, 27(10): 2344-2351.