Presentation 1996/10/17
The contribution of 3-D structural information to view-based object recognition
Shigeaki Nishina, Toshio Inui,
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Abstract(in English) Theories that rely on view-based representations argue that viewpoint independent recognition can be achieved by obtaining a certain number of views of an object. Theoretically, they do not involve the use of 3-dimensional information. In this research, we adopted pairs of objects as stimuli, which could be easily distinguished with 3-dimensional information, but not without it. Based on the results of the recognition task, we propose the existence of two processes working in parallel; one of which is a 2-dimensional module like a GRBF network, and the other is a 3-dimensional module. Furthermore, we show that the learning effect is mainly seen in the 3-dimensional module.
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Keyword(in English) object recognition / view-based representation / GRBF / 3-D model / mental rotation
Paper # HIP96-18
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Committee HIP
Conference Date 1996/10/17(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) The contribution of 3-D structural information to view-based object recognition
Sub Title (in English)
Keyword(1) object recognition
Keyword(2) view-based representation
Keyword(3) GRBF
Keyword(4) 3-D model
Keyword(5) mental rotation
1st Author's Name Shigeaki Nishina
1st Author's Affiliation Department of Psychology, Graduate School of Letters, Kyoto University()
2nd Author's Name Toshio Inui
2nd Author's Affiliation Department of Psychology, Graduate School of Letters, Kyoto University
Date 1996/10/17
Paper # HIP96-18
Volume (vol) vol.96
Number (no) 306
Page pp.pp.-
#Pages 6
Date of Issue