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