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