Presentation 2005/5/19
The facilitation of learning of a view transformation rule by active exploration of 3-D object views
Takafumi SASAOKA, Nobuhiko ASAKURA, Tetsuo KAWAHARA,
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Abstract(in English) We examined whether active exploration of particular objects can facilitate view matching of different objects within the same category. The results showed that subjects who explored objects actively using a track ball, showed a significant improvement of view generalization compared with those who observed objects passively. However, this improvement was limited to the active exploration range. The improved performance following active exploration cannot be due to encoding of particular object views, since the objects explored actively were different from those viewed in the generalization phases. This suggests that active exploration can facilitate learning of a rule for view transformation of objects within a particular category.
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Keyword(in English) Object Recognition / Active Exploration / View Generalization / Mental Rotation
Paper # HIP2005-1
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Committee HIP
Conference Date 2005/5/19(1days)
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Registration To Human Information Processing (HIP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) The facilitation of learning of a view transformation rule by active exploration of 3-D object views
Sub Title (in English)
Keyword(1) Object Recognition
Keyword(2) Active Exploration
Keyword(3) View Generalization
Keyword(4) Mental Rotation
1st Author's Name Takafumi SASAOKA
1st Author's Affiliation Human Information Laboratory, Kanazawa Institute of Technology()
2nd Author's Name Nobuhiko ASAKURA
2nd Author's Affiliation Human Information Laboratory, Kanazawa Institute of Technology
3rd Author's Name Tetsuo KAWAHARA
3rd Author's Affiliation Human Information Laboratory, Kanazawa Institute of Technology
Date 2005/5/19
Paper # HIP2005-1
Volume (vol) vol.105
Number (no) 99
Page pp.pp.-
#Pages 6
Date of Issue