Title :
Walking human avoidance and detection from a mobile robot using 3D depth flow
Author :
Okada, Kei ; Kagami, Satoshi ; Inaba, Masayuki ; Inoue, Hirochika
Author_Institution :
Dept. of Mechano-Inf., Tokyo Univ., Japan
Abstract :
This paper shows walking human avoidance and detection behavior of a mobile robot using the 3D depth flow. The 3D depth flow proposed is able to measure the 3D motion vector of every pixels between two time sequential images. First, a definition of the 3D depth flow and a simple 3D depth flow calculation method are presented. Then an implementation of the real-time 3D depth flow generation system using a standard PC is described, and the experimental results are given. Finally, as an application, the walking human detection and avoidance task using a mobile robot in real environments is shown.
Keywords :
collision avoidance; image sequences; mobile robots; motion estimation; object recognition; real-time systems; robot vision; 3D depth flow; image sequence; mobile robot; object recognition; obstacle avoidance; real-time systems; robot vision; walking human detection; Cameras; Fluid flow measurement; Humanoid robots; Humans; Image motion analysis; Legged locomotion; Mobile robots; Motion measurement; Real time systems; Time measurement;
Conference_Titel :
Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on
Print_ISBN :
0-7803-6576-3
DOI :
10.1109/ROBOT.2001.932966