Presentation 1997/5/15
Learning How to Recognize Landmarks for Understanding Landmark-Based Symbolic Route Description
Fumihisa SHIBATA, Masaya ASHIDA, Koh KAKUSHO, Tadahiro KITAHASHI,
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Abstract(in English) In this article, we discuss communication of a route for mobile robot navigation in an unknown environment between a human and a robot. We assume that the route of navigation is given by a symbolic description such as "turn right at the 2nd corner, and…," based on landmarks represented by corners. Since it is difficult to give the robot landmark models that guarantee correct landmark recognition, we intend to get more correct route by means of acquiring positional relations among landmarks to reinforce the ambiguous recognition of landmarks. From the results of the navigation, the robot learns the correct landmark models.
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Keyword(in English) Autonomous Mobile Robot / Landmark Recognition / Observation Planning / Learning of Landmark Models / Communication
Paper # PRMU97-13
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Committee PRMU
Conference Date 1997/5/15(1days)
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Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Learning How to Recognize Landmarks for Understanding Landmark-Based Symbolic Route Description
Sub Title (in English)
Keyword(1) Autonomous Mobile Robot
Keyword(2) Landmark Recognition
Keyword(3) Observation Planning
Keyword(4) Learning of Landmark Models
Keyword(5) Communication
1st Author's Name Fumihisa SHIBATA
1st Author's Affiliation Osaka University()
2nd Author's Name Masaya ASHIDA
2nd Author's Affiliation Wakayama University
3rd Author's Name Koh KAKUSHO
3rd Author's Affiliation Kyoto University
4th Author's Name Tadahiro KITAHASHI
4th Author's Affiliation Osaka University
Date 1997/5/15
Paper # PRMU97-13
Volume (vol) vol.97
Number (no) 40
Page pp.pp.-
#Pages 8
Date of Issue