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A Bayesian model for estimating observer translation and rotation from optic flow and extra-retinal input

Saunders, Jeffrey A. and Niehorster, Diederick C LU (2010) In Journal of Vision 10(10).
Abstract
We present a Bayesian ideal observer model that estimates observer translation and rotation from optic flow and an extra-retinal eye movement signal. The model assumes a rigid environment and noise in velocity measurements, and that eye movement provides a probabilistic cue for rotation. The model can simulate human heading perception across a range of conditions, including: translation with simulated vs. actual eye rotations, environments with various depth structures, and the presence of independently moving objects.
Please use this url to cite or link to this publication:
author
publishing date
type
Contribution to journal
publication status
published
subject
in
Journal of Vision
volume
10
issue
10
pages
22 pages
publisher
Association for Research in Vision and Ophthalmology
external identifiers
  • scopus:79955126017
ISSN
1534-7362
DOI
10.1167/10.10.7
language
English
LU publication?
no
id
fa15a1c1-ba89-4e27-b34d-5262842e508d (old id 8310331)
date added to LUP
2016-02-09 08:04:32
date last changed
2018-05-29 10:59:10
@article{fa15a1c1-ba89-4e27-b34d-5262842e508d,
  abstract     = {We present a Bayesian ideal observer model that estimates observer translation and rotation from optic flow and an extra-retinal eye movement signal. The model assumes a rigid environment and noise in velocity measurements, and that eye movement provides a probabilistic cue for rotation. The model can simulate human heading perception across a range of conditions, including: translation with simulated vs. actual eye rotations, environments with various depth structures, and the presence of independently moving objects.},
  articleno    = {7},
  author       = {Saunders, Jeffrey A. and Niehorster, Diederick C},
  issn         = {1534-7362},
  language     = {eng},
  number       = {10},
  pages        = {22},
  publisher    = {Association for Research in Vision and Ophthalmology},
  series       = {Journal of Vision},
  title        = {A Bayesian model for estimating observer translation and rotation from optic flow and extra-retinal input},
  url          = {http://dx.doi.org/10.1167/10.10.7},
  volume       = {10},
  year         = {2010},
}