Presentation 2005/5/19
Integration of motion and contrast cues for the perception of 3-D structure
Nobuhiko ASAKURA, Tatsuya YOSHIZAWA, Daisuke NAKAYAMA,
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Abstract(in English) Asakura and Ohmi (2004) have proposed a theoretical framework for the perception of 3-D structure from motion that builds on the concepts of a generative model and model selection. The framework assumes that by making use of generative models of moving images due to rigid and nonrigid motion, the human visual system generates predictions of an incoming moving image, and selects an appropriate model for the recovery of 3-D structure from a given moving image, on the basis of the compatibility between the given image data and its predictions. In this study, we extend the framework to incorporate a strong interaction between motion and contrast cues into the generative models for rigid and nonrigid motion. This new framework leads to an empirically testable prediction: rigid motion displays tend to be perceived as nonrigid when motion and contrast cues are temporally incosistent. We present its supporting psychophysical evidence and discuss the process of integrating motion and contrast information.
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Keyword(in English) Structure from motion / Contrast / Generative model / Model selection
Paper # HIP2005-11
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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) Integration of motion and contrast cues for the perception of 3-D structure
Sub Title (in English)
Keyword(1) Structure from motion
Keyword(2) Contrast
Keyword(3) Generative model
Keyword(4) Model selection
1st Author's Name Nobuhiko ASAKURA
1st Author's Affiliation Human Information System laboratory, Kanazawa Institute of Technology()
2nd Author's Name Tatsuya YOSHIZAWA
2nd Author's Affiliation Human Information System laboratory, Kanazawa Institute of Technology
3rd Author's Name Daisuke NAKAYAMA
3rd Author's Affiliation Human Information System laboratory, Kanazawa Institute of Technology
Date 2005/5/19
Paper # HIP2005-11
Volume (vol) vol.105
Number (no) 99
Page pp.pp.-
#Pages 6
Date of Issue