Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets

Walter JA, Arnrich B, Scheering C (2000)
In: IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000., 5. Como: IEEE: 137-142.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Walter, Jörg A.; Arnrich, Bert; Scheering, C.
Abstract / Bemerkung
A system for learning the pre-grasp positioning task for a robot manipulator is presented. The images delivered from a gripper mounted camera are analysed using Gabor filters which resemble the spatial response profiles of receptive fields found in visual cortex neurons. Using a quite small feature set, the system demonstrated efficiency with respect to speed and accuracy, as well as robustness against changing light conditions. Furthermore, we compare it to two other approaches, aiming at the same goal: an appearance-based PCA fuzzy control and a PSOM based Hough-Transform system
Erscheinungsjahr
2000
Titel des Konferenzbandes
IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Band
5
Seite(n)
137-142
Konferenz
IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Konferenzort
Como
Konferenzdatum
2000-07-24 – 2000-07-27
ISSN
1098-7576
Page URI
https://pub.uni-bielefeld.de/record/2714761

Zitieren

Walter JA, Arnrich B, Scheering C. Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets. In: IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000. Vol 5. Como: IEEE; 2000: 137-142.
Walter, J. A., Arnrich, B., & Scheering, C. (2000). Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000, 5, 137-142. Como: IEEE. doi:10.1109/IJCNN.2000.861447
Walter, J. A., Arnrich, B., and Scheering, C. (2000). “Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets” in IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000, vol. 5, (Como: IEEE), 137-142.
Walter, J.A., Arnrich, B., & Scheering, C., 2000. Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets. In IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000. no.5 Como: IEEE, pp. 137-142.
J.A. Walter, B. Arnrich, and C. Scheering, “Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets”, IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000, vol. 5, Como: IEEE, 2000, pp.137-142.
Walter, J.A., Arnrich, B., Scheering, C.: Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000. 5, p. 137-142. IEEE, Como (2000).
Walter, Jörg A., Arnrich, Bert, and Scheering, C. “Learning Fine Positioning of a Robot Manipulator based on Gabor Wavelets”. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000. Como: IEEE, 2000.Vol. 5. 137-142.

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