What do different evaluation metrics tell us about saliency models?

Z Bylinskii, T Judd, A Oliva, A Torralba… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
How best to evaluate a saliency model's ability to predict where humans look in images is an
open research question. The choice of evaluation metric depends on how saliency is …

[HTML][HTML] The visual environment and attention in decision making.

JL Orquin, ES Lahm, H Stojić - Psychological Bulletin, 2021 - psycnet.apa.org
Visual attention is a fundamental aspect of most everyday decisions, and governments and
companies spend vast resources competing for the attention of decision makers. In natural …

The visual ecology of product packaging and its effects on consumer attention

JL Orquin, MP Bagger, ES Lahm, KG Grunert… - Journal of Business …, 2020 - Elsevier
Visual ecology is the study of how different species perceive their visual surroundings. We
introduce the concept to consumer research and show that the micro-ecology of product …

LATEST: A model of saccadic decisions in space and time.

BW Tatler, JR Brockmole, RHS Carpenter - Psychological review, 2017 - psycnet.apa.org
Many of our actions require visual information, and for this it is important to direct the eyes to
the right place at the right time. Two or three times every second, we must decide both when …

Sgaze: A data-driven eye-head coordination model for realtime gaze prediction

Z Hu, C Zhang, S Li, G Wang… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
We present a novel, data-driven eye-head coordination model that can be used for realtime
gaze prediction for immersive HMD-based applications without any external hardware or …

Differences in eye movements while viewing images with various levels of restorativeness

M Franěk, D Šefara, J Petružálek, J Cabal… - Journal of Environmental …, 2018 - Elsevier
Previous studies have suggested that analysis of eye movements can provide new insights
into the research of features of restorative environments in terms of the Attention Restoration …

Visual biases in decision making

JL Orquin, S Perkovic… - … Perspectives and Policy, 2018 - Wiley Online Library
We review research on eye movements in decision making and show that decision makers
are subject to several visual biases such as the size, salience, position, emotional valence …

[HTML][HTML] Overt attention in natural scenes: Objects dominate features

J Stoll, M Thrun, A Nuthmann, W Einhäuser - Vision research, 2015 - Elsevier
Whether overt attention in natural scenes is guided by object content or by low-level stimulus
features has become a matter of intense debate. Experimental evidence seemed to indicate …

The role of meaning in attentional guidance during free viewing of real-world scenes

CE Peacock, TR Hayes, JM Henderson - Acta Psychologica, 2019 - Elsevier
In real-world vision, humans prioritize the most relevant visual information at the expense of
other information via attentional selection. The current study sought to understand the role of …

OpenNEEDS: A dataset of gaze, head, hand, and scene signals during exploration in open-ended VR environments

KJ Emery, M Zannoli, J Warren, L **ao… - ACM Symposium on Eye …, 2021 - dl.acm.org
We present OpenNEEDS, the first large-scale, high frame rate, comprehensive, and open-
source dataset of Non-Eye (head, hand, and scene) and Eye (3D gaze vectors) data …