4-Dimensional deformation part model for pose estimation using Kalman filter constraints

The goal of this research work is to improve the accuracy of human pose estimation using the deformation part model without increasing computational complexity. First, the proposed method seeks to improve pose estimation accuracy by adding the depth channel to deformation part model, which was forme...

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Bibliographic Details
Main Authors: Enrique Martinez Berti, Antonio Jose Sánchez Salmerón, Carlos Ricolfe Viala
Format: Article
Language:English
Published: SAGE Publishing 2017-06-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881417714230