DocumentCode
3313260
Title
Active motion vision for distance estimation in autonomous mobile robots
Author
Milkhalsky, M. ; Sitte, Joaquin
Author_Institution
Fac. of Inf. Technol., Queensland Univ. of Technol., Brisbane, Qld., Australia
Volume
2
fYear
2004
fDate
1-3 Dec. 2004
Firstpage
1060
Abstract
Estimation of distance to nearby landscape features is an essential navigation capability for an autonomous mobile robot. The ability to track targets in real time, combined with the concept of motion vision, allows a robot to rely on vision-based navigation techniques and provides an alternative to using active sensors or sophisticated stereo imagers for distance measurement. In this work, we present a real-time vision system capable of estimating distance to objects by tracking their apparent motion, which relies on adaptive temporal motion scaling and optimized tracking algorithms. The vision system is designed for implementation in a chip-level parallel computer architecture and synchronous work with an imager at very high frame rates. The test results demonstrate low sensitivity to noise and interference.
Keywords
active vision; distance measurement; mobile robots; navigation; parallel architectures; robot vision; target tracking; active motion vision; adaptive temporal motion scaling; autonomous mobile robot; chip-level parallel computer architecture; distance estimation; imager; interference; landscape features; noise; optimized tracking algorithms; real time target tracking; very high frame rates; vision-based navigation techniques; Distance measurement; Image sensors; Machine vision; Mobile robots; Motion estimation; Navigation; Real time systems; Robot sensing systems; Robot vision systems; Target tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics, Automation and Mechatronics, 2004 IEEE Conference on
Print_ISBN
0-7803-8645-0
Type
conf
DOI
10.1109/RAMECH.2004.1438066
Filename
1438066
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