Presentation 1999/11/20
The Role of Canonical Views in Object Recognition
Takafumi Sasaoka, Toshio Inui,
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Abstract(in English) Assuming that 3D-objects are represented by a set of 2D-views, how the variability in object appearance caused by various factors is dealt with must be accounted for. We investigated the role of "canonical views" by psychophysical method using novel objects. In experiment 1, we showed that novel objects possessed canonical views, which were easily recognized and rated typical. In experiment 2, we examined that the effects of view canonicality on the range of generalization. The results showed that the range of the generalization for canonical views was the broadest compared to other views, which supported the representation of 3D-objects based on canonical views.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) object recognition / canonical view / view-dependent representation
Paper # HIP99-57
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Committee HIP
Conference Date 1999/11/20(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 Role of Canonical Views in Object Recognition
Sub Title (in English)
Keyword(1) object recognition
Keyword(2) canonical view
Keyword(3) view-dependent representation
1st Author's Name Takafumi Sasaoka
1st Author's Affiliation Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University()
2nd Author's Name Toshio Inui
2nd Author's Affiliation Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University
Date 1999/11/20
Paper # HIP99-57
Volume (vol) vol.99
Number (no) 453
Page pp.pp.-
#Pages 6
Date of Issue