The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2020
Session ID : 1P2-I04
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Three-dimensional human tracking of a mobile robot using two cameras by skeleton extraction using OpenPose
*Shinya MATSUBARAYonghoon JIKazunori UMEDA
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Abstract

In this paper, a new stereo vision framework that combines the processing results of two cameras and obtains only the three-dimensional (3D) information necessary for each task is used. Under this framework, in a complex environment where there are multiple people, we aim to realize 3D tracking of a specific person by performing person detection using OpenPose. The human region image is divided into upper body and lower body from skeleton information extracted by OpenPose. A specific person is tracked by identifying the person based on the color of the clothes. In this paper, we propose a tracking method and the effectiveness of the tracking method is verified quantitatively by experiments.

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© 2020 The Japan Society of Mechanical Engineers
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