DocumentCode :
3449254
Title :
The automatic detection and visual tracking of moving objects by eye-in-hand robotic systems
Author :
Richards, Charles A. ; Papanikolopoulos, Nikolaos P.
Author_Institution :
Dept. of Comput. Sci., Minnesota Univ., Minneapolis, MN, USA
Volume :
3
fYear :
1995
fDate :
5-9 Aug 1995
Firstpage :
228
Abstract :
Traditionally, the robotic visual servoing/tracking problem has received attention from researchers for its interesting control and computer vision issues. However many visual servoing tasks also require the ability to automatically detect moving objects. Until recently, very few efforts have been reported in the area of automatic detection of servoing targets. This paper presents a robust detection scheme for use in robotic visual servoing experiments. It detects and tracks moving objects through the use of a “figure/ground” approach. Experimentation has shown the feasibility of this approach under general conditions. This paper provides a description of the authors system implementation in an experimental robotic system, along with a collection of results. The paper also contains a discussion of problems and issues for future work
Keywords :
object detection; robot vision; tracking; automatic detection; eye-in-hand robotic systems; figure/ground approach; moving objects; robotic visual servoing/tracking problem; robust detection scheme; servoing targets; visual tracking; Adaptive control; Automatic control; Feedback loop; Intelligent robots; Object detection; Robot sensing systems; Robot vision systems; Robotics and automation; Target tracking; Visual servoing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems 95. 'Human Robot Interaction and Cooperative Robots', Proceedings. 1995 IEEE/RSJ International Conference on
Conference_Location :
Pittsburgh, PA
Print_ISBN :
0-8186-7108-4
Type :
conf
DOI :
10.1109/IROS.1995.525889
Filename :
525889
Link To Document :
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