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Computational model for neural representation of multiple disparities

Authors :
Masanori Idesawa
Osamu Watanabe
Source :
Neural Networks. 16:25-37
Publication Year :
2003
Publisher :
Elsevier BV, 2003.

Abstract

It has been known that the visual system can detect more than one disparity and/or motion direction at the same region in the image. These multiple (or transparent) surfaces can be perceived when, for example, we are looking scenes through a glass. However, many conventional models cannot deal with these multiple surfaces. The present paper investigates the neural encoding and decoding of multiple disparities with the binocular energy model, which is known as a biologically plausible model. Based on the analysis of the response of the energy model to multiple disparities, the present paper proposes a stereo model that can detect disparities of two overlapping surfaces.

Details

ISSN :
08936080
Volume :
16
Database :
OpenAIRE
Journal :
Neural Networks
Accession number :
edsair.doi.dedup.....1a246b0cbe228cda77cae44b1d95a748
Full Text :
https://doi.org/10.1016/s0893-6080(02)00186-7