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:
https://lup.lub.lu.se/record/8310331
- author
- Saunders, Jeffrey A.
and Niehorster, Diederick C
LU
- publishing date
- 2010
- type
- Contribution to journal
- publication status
- published
- subject
- in
- Journal of Vision
- volume
- 10
- issue
- 10
- article number
- 7
- pages
- 22 pages
- publisher
- Association for Research in Vision and Ophthalmology Inc.
- external identifiers
-
- scopus:79955126017
- pmid:20884472
- 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
- 2016-04-01 13:31:00
- date last changed
- 2022-01-27 19:36:26
@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.}},
author = {{Saunders, Jeffrey A. and Niehorster, Diederick C}},
issn = {{1534-7362}},
language = {{eng}},
number = {{10}},
publisher = {{Association for Research in Vision and Ophthalmology Inc.}},
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}},
doi = {{10.1167/10.10.7}},
volume = {{10}},
year = {{2010}},
}