Bayesian Inference of Two-Dimensional Contrast Sensitivity Functions

X Wang, H Wang, J Huang, T Tzvetanov, Y Zhou - bioRxiv, 2016 - biorxiv.org
… a multi-dimensional Bayesian framework to estimate parameters of the CSF from … Bayesian
framework for estimating CSF from experiments sampled by usual psychometric methods

Quantitative contrast sensitivity test to assess visual function in central serous chorioretinopathy

F Vingopoulos, I Garg, EL Kim, M Thomas… - British Journal of …, 2023 - bjo.bmj.com
contrast sensitivity function method to characterise the full … ) and used to measure contrast
sensitivity function (CSF) in retinal … An adaptive Bayesian active learning algorithm used a one-…

Contrast sensitivity function in patients with macular disease and good visual acuity

KM Wai, F Vingopoulos, I Garg, M Kasetty… - British Journal of …, 2022 - bjo.bmj.com
… the quick CSF (qCSF) method to measure visual function in … the Manifold Platform (Adaptive
Sensory Technology, San … device uses an adaptive computerised Bayesian algorithm to …

Evaluation of the precision of contrast sensitivity function assessment on a tablet device

M Dorr, LA Lesmes, T Elze, H Wang, ZL Lu, PJ Bex - Scientific Reports, 2017 - nature.com
… In the present paper, we evaluate the quick CSF method in a … We analyze the relationship
between quick CSF results on … , TD Bayesian adaptive estimation of the contrast sensitivity

New precision metrics for contrast sensitivity testing

M Dorr, T Elze, H Wang, ZL Lu, PJ Bex… - IEEE journal of …, 2017 - ieeexplore.ieee.org
… For these reasons, we choose to evaluate the quick CSF method using techniques from …
, “Bayesian adaptive estimation of the contrast sensitivity function: The quick CSF method,” J…

Mapping the contrast sensitivity of the visual field with bayesian adaptive qVFM

P Xu, LA Lesmes, D Yu, ZL Lu - Frontiers in Neuroscience, 2020 - frontiersin.org
… In this study, we extended the qVFM method to measure contrast sensitivity across the visual
field. In both simulations and psychophysics, we sampled 64 visual field locations (48 x 48 …

[HTML][HTML] Contrast response function estimation with nonparametric Bayesian active learning

DCP Marticorena, QW Wong, J Browning… - Journal of …, 2024 - iovs.arvojournals.org
… The result is a highly flexible but relatively inefficient CSF estimation method. Such … contrast
sensitivity function (MLCSF) as our functional estimate comparable to other CSF estimation

[HTML][HTML] Relationship of contrast sensitivity measured using quick contrast sensitivity function with other visual functions in a low vision population

A Stalin, K Dalton - Investigative ophthalmology & visual …, 2020 - jov.arvojournals.org
… The traditional methods for measuring full CS functions (… the feasibility of using the quick
CSF method in a low vision … conventional methods by applying a Bayesian adaptive algorithm …

[PDF][PDF] Contrast Sensitivity Function in Cataract Disease measured with Active Learning

A Bannerman, M Kasetty… - … & Visual Science, 2021 - adaptivesensorytech.com
… Purpose:To characterize contrast sensitivity function (CSF) in … We propose that novel
Bayesian analytics can reduce the … employing a novel active learning quick CSF (qCSF) method. …

Development of the spatial contrast sensitivity function (CSF) during childhood: Analysis of previous findings and new psychophysical data

TM Dekker, M Farahbakhsh, J Atkinson… - Journal of …, 2020 - jov.arvojournals.org
… in 24- and 36-month-olds as assessed with the contrast sensitivity card procedure. Optometry
and Visual Science: Official Publication of the American Academy of Optometry, 70, 97–101…