Vision based target tracking and collision avoidance for mobile robots

被引:33
作者
Tsalatsanis, A.
Valavanis, K.
Yalcin, A.
机构
[1] Univ Florida, Dept Comp Sci & Engn, Unmanned Vehicle Syst Lab, Tampa, FL 33620 USA
[2] Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33620 USA
关键词
mobile robot navigation; moving target tracking; vision based navigation;
D O I
10.1007/s10846-006-9096-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A real-time object tracking and collision avoidance method is presented for mobile robot navigation in indoors environments using stereo vision and a laser sensor. Stereo vision is used to identify the target and to calculate its relative distance from the mobile robot while laser based range measurements are utilized to avoid collision with surrounding objects. The target is tracked by its predetermined or dynamically defined color. The mobile robot's velocity is dynamically adjusted according to its distance from the target. Experimental results in indoor environments demonstrate the effectiveness of the method.
引用
收藏
页码:285 / 304
页数:20
相关论文
共 28 条
[1]  
Balkenius C., 1996, Proceedings of the First Euromicro Workshop on Advanced Mobile Robots (EUROBOT '96), P166, DOI 10.1109/EURBOT.1996.551896
[2]   Color machine vision for autonomous vehicles [J].
Buluswar, SD ;
Draper, BA .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1998, 11 (02) :245-256
[3]  
CHAO Y, 2003, P IEEE INT C ROB INT, P1097
[4]  
Chen HC, 2002, 2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, P73
[5]   Integrated person tracking using stereo, color, and pattern detection. [J].
Darrell, T ;
Gordon, G ;
Harville, M ;
Woodfill, J .
1998 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1998, :601-608
[6]  
DING J, 2002, P 41 SICE ANN C, V2, P1191
[7]  
FRUNT BV, 1995, IEEE T PATTERN ANAL, V17, P522
[8]  
Gross HM, 2002, IEEE SYS MAN CYBERN, P672
[9]  
Jain R., 1995, Machine Vision
[10]  
Kleinehagenbrock M, 2002, IEEE ROMAN 2002, PROCEEDINGS, P423, DOI 10.1109/ROMAN.2002.1045659