DocumentCode :
2719246
Title :
FPGA-based real-time moving object detection for walking robots
Author :
Laika, Andreas ; Paul, Johny ; Claus, Christopher ; Stechele, Walter ; Auf, A.E.S. ; Maehle, Erik
Author_Institution :
Inst. for Integrated Syst., Tech. Univ. Munchen, München, Germany
fYear :
2010
fDate :
26-30 July 2010
Firstpage :
1
Lastpage :
8
Abstract :
In a rescue operation walking robots offer a great deal of flexibility in traversing uneven terrain in an uncontrolled environment. For such a rescue robot each motion is a potential vital sign but the existing techniques for motion detection have severe limitations in dealing with strong levels of ego-motion on walking robots. This paper proposes an optical flow based method for the detection of moving objects using a single camera mounted on a hexapod robot for an application in a rescue scenario. The proposed algorithm estimates and compensates ego-motion to allow for object detection while the robot is moving. Our algorithm can deal with strong rotation and translation in 3D, using a first-order-flow motion model, with four degrees of freedom. Two alternative object detection methods using a 2D-histogram based vector clustering and motion compensated frame differencing respectively are examined for the detection of slow and fast moving objects. In addition to a software implementation, the system was implemented on an FPGA, enabling processing in real-time at 31 fps.
Keywords :
disasters; field programmable gate arrays; image sequences; legged locomotion; motion compensation; object detection; pattern clustering; 2D-histogram based vector clustering; FPGA-based real-time moving object detection; first-order-flow motion model; hexapod robot; motion compensated frame differencing; optical flow based method; rescue robot; walking robots; Computational modeling; Engines; Estimation; Legged locomotion; Mathematical model; Optical imaging; FPGA-based real-time processing; egomotion estimation; embedded systems; moving object detection; optical flow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Safety Security and Rescue Robotics (SSRR), 2010 IEEE International Workshop on
Conference_Location :
Bremen
Print_ISBN :
978-1-4244-8898-8
Electronic_ISBN :
978-1-4244-8899-5
Type :
conf
DOI :
10.1109/SSRR.2010.5981554
Filename :
5981554
Link To Document :
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