DocumentCode
327741
Title
An MPEG-processor-based robot vision system for real-time detection of moving objects by a moving observer
Author
Stoffler, N.O. ; Schnepf, Zoltan
Author_Institution
Lab. for Process Control & Real-Time Syst., Tech. Univ. Munchen, Germany
Volume
1
fYear
1998
fDate
16-20 Aug 1998
Firstpage
477
Abstract
Describes a PC-based vision system that can be used to detect moving objects from a mobile robot. An image processing board equipped with an MPEG motion estimation processor calculates a sparse but robust optic flow in real-time. An algorithm to evaluate this kind of optic flow has been realized in software. It determines relevant motion parameters and a simple scene interpretation in terms of moving object regions. The image processing board and the algorithm are presented in some detail; the performance of the system is demonstrated by experiments
Keywords
image segmentation; image sensors; image sequences; mobile robots; motion estimation; object detection; robot vision; MPEG-processor-based robot vision system; PC-based vision system; image processing board; mobile robot; moving objects; moving observer; real-time detection; scene interpretation; sparse robust optic flow; Image motion analysis; Image processing; Machine vision; Mobile robots; Motion estimation; Object detection; Real time systems; Robot vision systems; Robustness; Software algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.711185
Filename
711185
Link To Document