DocumentCode :
2305746
Title :
Effect of time-spatial size of motion image for localization by using the spotting method
Author :
Nishimura, T. ; Kojima, H. ; Ito, Y. ; Held, A. ; Nozaki, S. ; Nagaya, S. ; Oka, R.
Author_Institution :
Tsukuba Res. Center, Ibaraki, Japan
Volume :
1
fYear :
1996
fDate :
25-29 Aug 1996
Firstpage :
191
Abstract :
We have been developing a localization method for an autonomous robot without using any prior knowledge or assumptions about the environment. The method is general and robust and can be used in real world robot tasks. With a map description based on a reduced image sequence, we detect a frame sequence in the map which matches an input frame sequence, by means of reference interval-free continuous dynamic programming (RIFCDP). The method can cope with changes in the robot´s speed because RIFCDP can spot arbitrary frame sequences by nonlinear matching. In this paper, we show a real-time localization system, and we illustrate the effectiveness of our method in the real world by some evaluation experiments
Keywords :
dynamic programming; image colour analysis; image sequences; mobile robots; path planning; robot vision; autonomous robot; frame sequence; localization; map description; motion image; nonlinear matching; reduced image sequence; reference interval-free continuous dynamic programming; spotting method; time-spatial size; Image edge detection; Image segmentation; Image sequences; Impedance matching; Mobile robots; Production facilities; Real time systems; Robustness; Steel; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
ISSN :
1051-4651
Print_ISBN :
0-8186-7282-X
Type :
conf
DOI :
10.1109/ICPR.1996.546017
Filename :
546017
Link To Document :
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