DocumentCode :
1454409
Title :
Image-based robot task planning and control using a compact visual representation
Author :
Colombo, Carlo ; Allotta, Benedetto
Author_Institution :
Dipt. di Elettronica per l´´Autom., Brescia Univ., Italy
Volume :
29
Issue :
1
fYear :
1999
fDate :
1/1/1999 12:00:00 AM
Firstpage :
92
Lastpage :
100
Abstract :
We present an approach for the design and control of both reflexive and purposive visual tasks. The approach is based on the bidimensional appearance of the objects in the environment and explicitly takes into account independent object motions. A linear model of camera-object interaction is embedded in the control scheme, which dramatically simplifies visual analysis and control by reducing the size of visual representation. We describe the implementation of three visual tasks of increasing complexity, obtained with the proposed scheme and based on the active contour analysis and polynomial planning of image contour transformations. Both simulations and real-time experiments with a robotic eye-in-hand configuration are discussed, validating the approach in terms of robustness and applicability to visual navigation, active exploration and perception, and human-robot interaction
Keywords :
edge detection; motion estimation; navigation; path planning; real-time systems; robot vision; active contour analysis; camera-object interaction; image contour; motion estimation; real time systems; robots; task planning; task specification; visual navigation; visual representation; Active contours; Cameras; Feedback; Image analysis; Motion control; Robot sensing systems; Robot vision systems; Robustness; Size control; Visual servoing;
fLanguage :
English
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4427
Type :
jour
DOI :
10.1109/3468.736363
Filename :
736363
Link To Document :
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