Presentation 2000/5/4
Imitation by reconstruction of demonstrator's view based on stereo epipolar constraint
Yuichiro Yoshikawa, Minoru Asada,
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Abstract(in English) We regard the cognitive development process for robots as the one from non-verbal communication to verbal one through the various interactions wiht human beings. As the first step of the fundamnetal study for such a process, this paper presents a method of imitation learning by observation towards motion understanding. The method consists of a desired trajectory generator which utilizes the stereo epipolar constaraint to map the observed motion into its own motion trajectory on its stereo image planes, and the adaptive visual servoing which produces the motion to follow the generated trajectory. The expeimental results and future work are given.
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Keyword(in English) imitation learning / stereo epipolar constraint / cognitive developmental robotics
Paper # HIP2000-3
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Conference Date 2000/5/4(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Imitation by reconstruction of demonstrator's view based on stereo epipolar constraint
Sub Title (in English)
Keyword(1) imitation learning
Keyword(2) stereo epipolar constraint
Keyword(3) cognitive developmental robotics
1st Author's Name Yuichiro Yoshikawa
1st Author's Affiliation Department of Adaptive Machine Systems Osaka University()
2nd Author's Name Minoru Asada
2nd Author's Affiliation Department of Adaptive Machine Systems Osaka University
Date 2000/5/4
Paper # HIP2000-3
Volume (vol) vol.100
Number (no) 34
Page pp.pp.-
#Pages 8
Date of Issue