DocumentCode
1747526
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
Volume
3
fYear
2001
fDate
2001
Firstpage
2307
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on
ISSN
1050-4729
Print_ISBN
0-7803-6576-3
Type
conf
DOI
10.1109/ROBOT.2001.932966
Filename
932966
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