Hand-eye coordination through endpoint closed-loop and learned endpoint open-loop visual servo control

Gaskett, Chris, Ude, Aleš, and Cheng, Gordon (2005) Hand-eye coordination through endpoint closed-loop and learned endpoint open-loop visual servo control. International Journal of Humanoid Robotics, 2 (2). pp. 203-224.

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DOI: 10.1142/S0219843605000430

View at Publisher Website: http://dx.doi.org/10.1142/S0219843605000...

Abstract

We propose a hand–eye coordination system for a humanoid robot that supports bimanual reaching. The system combines endpoint closed-loop and open-loop visual servo control. The closed-loop component moves the eyes, head, arms, and torso, based on the position of the target and the robot’s hands, as seen by the robot’s head-mounted cameras. The open-loop component uses a motor–motor mapping that is learnt online to support movement when visual cues are not available.

ID Code:625
Item Type:Article (Refereed Research - C1)
Additional Information:

Copyright © 2005 World Scientific Publishing Co. All rights reserved.

Keywords:hand–eye coordination, learning, self-organizing map, visual servo control
FoR Codes:08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080101 Adaptive Agents and Intelligent Robotics @ 100%
SEO Codes:89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100%
Deposited On:04 Oct 2006
Last Modified:24 Mar 2011 16:15
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