The perception of colour and material in naturalistic tasks

DH Brainard, NP Cottaris, A Radonjić - Interface focus, 2018 - royalsocietypublishing.org
Perceived object colour and material help us to select and interact with objects. Because
there is no simple mapping between the pattern of an object's image on the retina and its …

Estimating the perceived dimension of psychophysical stimuli using triplet accuracy and hypothesis testing

DE Künstle, U von Luxburg, FA Wichmann - Journal of Vision, 2022 - jov.arvojournals.org
Vision researchers are interested in mapping complex physical stimuli to perceptual
dimensions. Such a mapping can be constructed using multidimensional psychophysical …

Low level visual features support robust material perception in the judgement of metallicity

JS Harvey, HE Smithson - Scientific reports, 2021 - nature.com
The human visual system is able to rapidly and accurately infer the material properties of
objects and surfaces in the world. Yet an inverse optics approach—estimating the bi …

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

C Shooner, KT Mullen - Journal of Vision, 2022 - jov.arvojournals.org
Psychophysical approaches that allow us to estimate how perceived stimulus intensity is
linked to physical intensity are import tools for studying nonlinear transformations of visual …

Scaling and discriminability of perceived gloss

JR Cheeseman, JA Ferwerda, FJ Maile, RW Fleming - JOSA A, 2021 - opg.optica.org
While much attention has been given to understanding biases in gloss perception (eg,
changes in perceived reflectance as a function of lighting, shape, viewpoint, and other …

Thurstonian scaling and the perception of painterly translucency

MWA Wijntjes, C Spoiala, H De Ridder - Art & Perception, 2020 - brill.com
Visual material perception is often studied with physically well-defined stimuli that lack
ecological variety. Yet, even the visual variety found in our natural environment is limited …

Estimation of perceptual scales using ordinal embedding

S Haghiri, FA Wichmann, U von Luxburg - Journal of vision, 2020 - jov.arvojournals.org
In this article, we address the problem of measuring and analyzing sensation, the subjective
magnitude of one's experience. We do this in the context of the method of triads: The …

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

FA Wichmann, DHJ Janssen, R Geirhos… - Electronic …, 2017 - library.imaging.org
Recent advances in computational models in vision science have considerably furthered our
understanding of human visual perception. At the same time, rapid advances in …

Toward reliable measurements of perceptual scales in multiple contexts

G Aguilar, M Maertens - Journal of Vision, 2020 - jov.arvojournals.org
A central question in psychophysical research is how perceptual differences between stimuli
translate into physical differences and vice versa. Characterizing such a psychophysical …

Maximum likelihood difference scales represent perceptual magnitudes and predict appearance matches

CB Wiebel, G Aguilar, M Maertens - Journal of vision, 2017 - jov.arvojournals.org
One central problem in perception research is to understand how internal experiences are
linked to physical variables. Most commonly, this relationship is measured using the method …