[HTML][HTML] Comparing sensitivity estimates from MLDS and forced-choice methods in a slant-from-texture experiment

G Aguilar, FA Wichmann, M Maertens - Journal of Vision, 2017 - iovs.arvojournals.org
… suprathreshold comparisons to JND-style threshold tasks. Here we compare two methods,
MLDS and two-interval forced-choice (2-IFC), regarding their capability to estimate sensitivity

Comparing sensitivity estimates from MLDS and forced-choice methods in a slant-from-texture experiment

G Aguilar, F Wichmann, M Maertens - Journal of Vision, 2015 - jov.arvojournals.org
… two methods was reduced in the lower region of the MLDS scale. We conclude that MLDS
scales can be used to estimate sensitivity, … between MLDS and forced-choice based sensitivity

[PDF][PDF] Comparing sensitivity estimates from MLDS and forced-choice

G Aguilar, FA Wichmann, M Maertens - 2017 - researchgate.net
… assumptions underlying MLDS. We then test the empirical consistency … sensitivity
estimates derived with MLDS and forcedchoice procedures in two experiments with a slantfrom-texture

[PDF][PDF] On the Use of MLDS in the Study of Depth and Lightness Perception

GAA Cornejo - 2017 - depositonce.tu-berlin.de
… in a slant-from-texture task, for which sensitivity has been … of MLDS the model is equivalent
to forced-choice methods (C… estimated scales to predict perceptual matches and compare

[PDF][PDF] Methods and measurements to compare men against machines

FA Wichmann, DHJ Janssen, R Geirhos… - Electronic …, 2017 - library.imaging.org
… not forget that MLDS was not designed as a tool for sensitivity estimation—but …
estimates from fewer trials than traditional forced-choice methods, at least for the tested slant-from-texture

Linking perceived to physical contrast: Comparing results from discrimination and difference-scaling experiments

C Shooner, KT Mullen - Journal of Vision, 2022 - jov.arvojournals.org
… the higher contrast in a forced-choice procedure via a button … MLDS results compared to
discrimination and compared to … a contrast axis normalized to sensitivity, defined as multiples …

Perceptual Measurements, Distances and Metrics

J Vacher, P Mamassian - arXiv preprint arXiv:2310.11759, 2023 - arxiv.org
… observer model underlying the MLDS method. However, the … used to quantify and to compare
the performances of image … Here, we have not estimated the sensitivity of each participant …

Scaling and discriminability of perceived gloss

JR Cheeseman, JA Ferwerda, FJ Maile, RW Fleming - JOSA A, 2021 - opg.optica.org
… use of MLDS as a highly efficient method for evaluating sensitivity without participants …
sensitivity estimates with just 35 trials per participant. This makes it feasible to compare sensitivity

Estimation of perceptual scales using ordinal embedding

S Haghiri, FA Wichmann, U von Luxburg - Journal of vision, 2020 - jov.arvojournals.org
… the method of maximum likelihood difference scaling (MLDS). … MLDS, that are used to analyze
data from triplet comparisons. … visual perception: the slant-from-texture experiment that we …

Asymmetries between achromatic increments and decrements: Perceptual scales and discrimination thresholds

Y Shi, RT Eskew - Journal of Vision, 2024 - jov.arvojournals.org
… We compared the perception of achromatic increment (A+) … the predictions of forced-choice
pedestal discrimination based … In our case, the noise estimated by MLDS might be larger than …