[HTML][HTML] Visual attention: The past 25 years

M Carrasco - Vision research, 2011 - Elsevier
This review focuses on covert attention and how it alters early vision. I explain why attention
is considered a selective process, the constructs of covert attention, spatial endogenous and …

Neural variability: friend or foe?

I Dinstein, DJ Heeger, M Behrmann - Trends in cognitive sciences, 2015 - cell.com
Although we may not realize it, our brain function varies markedly from moment to moment
such that our brain responses exhibit substantial variability across trials even in response to …

Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber… - Advances in neural …, 2018 - proceedings.neurips.cc
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …

Comparing deep neural networks against humans: object recognition when the signal gets weaker

R Geirhos, DHJ Janssen, HH Schütt, J Rauber… - arXiv preprint arXiv …, 2017 - arxiv.org
Human visual object recognition is typically rapid and seemingly effortless, as well as largely
independent of viewpoint and object orientation. Until very recently, animate visual systems …

[HTML][HTML] Measuring contrast sensitivity

DG Pelli, P Bex - Vision research, 2013 - Elsevier
Contrast sensitivity defines the threshold between the visible and invisible, which has
obvious significance for basic and clinical vision science. Fechner's 1860 review reported …

Optimal eye movement strategies in visual search

J Najemnik, WS Geisler - Nature, 2005 - nature.com
To perform visual search, humans, like many mammals, encode a large field of view with
retinas having variable spatial resolution, and then use high-speed eye movements to direct …

[HTML][HTML] Crowding is unlike ordinary masking: Distinguishing feature integration from detection

DG Pelli, M Palomares, NJ Majaj - Journal of vision, 2004 - jov.arvojournals.org
A letter in the peripheral visual field is much harder to identify in the presence of nearby
letters. This is “crowding.” Both crowding and ordinary masking are special cases of …

[PDF][PDF] Motion perception

R Sekuler, SNJ Watamaniuk, R Blake - Steven's Handbook of …, 2002 - Citeseer
Gordon Lynn Walls, a comparative anatomist, observed,“If asked what aspect of vision
means the most to them, a watchmaker may answer 'acuity,'a night flier 'sensitivity,'and an …

[HTML][HTML] Contributions of ideal observer theory to vision research

WS Geisler - Vision research, 2011 - Elsevier
An ideal observer is a hypothetical device that performs optimally in a perceptual task given
the available information. The theory of ideal observers has proven to be a powerful and …

[HTML][HTML] Feature detection and letter identification

DG Pelli, CW Burns, B Farell, DC Moore-Page - Vision research, 2006 - Elsevier
Seeking to understand how people recognize objects, we have examined how they identify
letters. We expected this 26-way classification of familiar forms to challenge the popular …