Predicting Visual Fixations

DeepGaze III: Modeling free-viewing human scanpaths with deep learning

(2022) Matthias Kümmerer et al.   JOURNAL OF VISION

COCO-Search18 fixation dataset for predicting goal-directed attention control

(2021) Yupei Chen et al.   Scientific Reports

Gaze-in-wild: A dataset for studying eye and head coordination in everyday activities

(2020) Rakshit Kothari et al.   Scientific Reports

Controversial stimuli: Pitting neural networks against each other as models of human cognition

(2020) Tal Golan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A mathematical model of local and global attention in natural scene viewing

(2020) Noa Malem-Shinitski et al.   PLoS Computational Biology

Modeling the effects of perisaccadic attention on gaze statistics during scene viewing

(2020) Lisa Schwetlick et al.   Communications Biology

Gaze and the Control of Foot Placement When Walking in Natural Terrain

(2018) Jonathan Samir Matthis et al.   CURRENT BIOLOGY

What do different evaluation metrics tell us about saliency models?

(2018) Zoya Bylinskii et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Likelihood-based parameter estimation and comparison of dynamical cognitive models.

(2017) Heiko H. Schütt et al.   PSYCHOLOGICAL REVIEW

Visual Attention Retargeting

(2016) Victor A. Mateescu et al.   IEEE MULTIMEDIA

A Model of the Superior Colliculus Predicts Fixation Locations during Scene Viewing and Visual Search

(2016) Hossein Adeli et al.   JOURNAL OF NEUROSCIENCE

Task and context determine where you look

(2016) Constantin A. Rothkopf et al.   JOURNAL OF VISION

Spatial statistics and attentional dynamics in scene viewing

(2015) R. Engbert et al.   JOURNAL OF VISION

Information-theoretic model comparison unifies saliency metrics

(2015) Matthias Kümmerer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Saccadic model of eye movements for free-viewing condition

(2015) Olivier Le Meur et al.   VISION RESEARCH

Modeling fixation locations using spatial point processes

(2013) S. Barthelme et al.   JOURNAL OF VISION

Objects and saliency: Reply to Borji et al.

(2013) W. Einhauser   JOURNAL OF VISION

Objects do not predict fixations better than early saliency: A re-analysis of Einhauser et al.'s data

(2013) A. Borji et al.   JOURNAL OF VISION

RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis

(2013) Nicolas Riche et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study

(2012) Ali Borji et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Learning a saliency map using fixated locations in natural scenes

(2011) Q. Zhao et al.   JOURNAL OF VISION

Measures and Limits of Models of Fixation Selection

(2011) Niklas Wilming et al.   PLoS One

Eye movements: The past 25years

(2011) Eileen Kowler   VISION RESEARCH

Getting real—sensory processing of natural stimuli

(2010) Wolfgang Einhäuser et al.   CURRENT OPINION IN NEUROBIOLOGY

Clustering of Gaze During Dynamic Scene Viewing is Predicted by Motion

(2010) Parag K. Mital et al.   Cognitive Computation

Objects predict fixations better than early saliency

(2009) W. Einhauser et al.   JOURNAL OF VISION

SUN: A Bayesian framework for saliency using natural statistics

(2009) Lingyun Zhang et al.   JOURNAL OF VISION

Center-surround patterns emerge as optimal predictors for human saccade targets

(2009) W. Kienzle et al.   JOURNAL OF VISION

Saliency, attention, and visual search: An information theoretic approach

(2009) N. D. B. Bruce et al.   JOURNAL OF VISION

Bayesian surprise attracts human attention

(2008) Laurent Itti et al.   VISION RESEARCH