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Meeting Abstract (31)
Journal Articles (5)

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Journal of Vision (32)
Investigative Ophthalmology & Visual Science (4)

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Vision Sciences Society Annual Meeting Abstract (27)
Article (5)
ARVO Annual Meeting Abstract (4)

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Eye Anatomy and Disorders (3)
Eye Movements, Strabismus, Amblyopia and Neuro-ophthalmology (2)
Visual Psychophysics and Physiological Optics (2)
Imaging (1)
Perception and Action (1)
Retina (1)
Retinal Imaging (1)
Spatial Vision (1)

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pixel (2)
avian crop (1)
datasets (1)
deep learning (1)
eye movement (1)
inspection (1)
maps (1)
medical history (1)
metals (1)
parafoveal region (1)

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Vision Sciences Society Annual Meeting Abstract September 2024

Deep feature matching vs spatio-temporal energy filtering for robust moving object segmentation

Matthias Tangemann; Matthias Kümmerer; Matthias Bethge

Journal of Vision. 2024; 24(10):872. https://doi.org/10.1167/jov.24.10.872

Vision Sciences Society Annual Meeting Abstract September 2024

Generalizing fixation predictions within and across datasets: towards a universal model of free-viewing fixations

Matthias Kümmerer; Harneet Singh Khanuja; Matthias Bethge

Journal of Vision. 2024; 24(10):1268. https://doi.org/10.1167/jov.24.10.1268

Vision Sciences Society Annual Meeting Abstract August 2023

Modeling internal state changes in free-viewing and visual search scanpaths with gain control in DeepGaze III

Matthias Kümmerer; Matthias Bethge

Journal of Vision. 2023; 23(9):5334. https://doi.org/10.1167/jov.23.9.5334

Vision Sciences Society Annual Meeting Abstract December 2022

The bittersweet lesson: data-rich models narrow the behavioural gap to human vision

Robert Geirhos; Kantharaju Narayanappa; Benjamin Mitzkus; Tizian Thieringer; Matthias Bethge; Felix A. Wichmann; Wieland Brendel

Journal of Vision. 2022; 22(14):3273. https://doi.org/10.1167/jov.22.14.3273

Vision Sciences Society Annual Meeting Abstract December 2022

Common fate based object learning in machines and humans

Matthias Tangemann; Matthias Kümmerer; Thomas S.A. Wallis; Matthias Bethge

Journal of Vision. 2022; 22(14):3992. https://doi.org/10.1167/jov.22.14.3992

Vision Sciences Society Annual Meeting Abstract December 2022

DeepGaze vs SceneWalk: what can DNNs and biological scan path models teach each other?

Lisa Schwetlick; Matthias Kümmerer; Ralf Engbert; Matthias Bethge

Journal of Vision. 2022; 22(14):3986. https://doi.org/10.1167/jov.22.14.3986

Vision Sciences Society Annual Meeting Abstract December 2022

Using the DeepGaze III model to decompose spatial and dynamic contributions to fixation placement over time

Matthias Kümmerer; Thomas S.A. Wallis; Matthias Bethge

Journal of Vision. 2022; 22(14):3964. https://doi.org/10.1167/jov.22.14.3964

Article April 2022

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

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Matthias Kümmerer; Matthias Bethge; Thomas S. A. Wallis
TAGS: datasets, deep learning, medical history, saccades, training
Journal of Vision. 2022; 22(5):7. https://doi.org/10.1167/jov.22.5.7

Article February 2022

Semantic object-scene inconsistencies affect eye movements, but not in the way predicted by contextualized meaning maps

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Marek A. Pedziwiatr; Matthias Kümmerer; Thomas S. A. Wallis; Matthias Bethge; Christoph Teufel
TAGS: eye movement, maps, semantics
Journal of Vision. 2022; 22(2):9. https://doi.org/10.1167/jov.22.2.9

Vision Sciences Society Annual Meeting Abstract September 2021

New enhancements to the DeepGaze models for a better understanding of human scanpaths

Matthias Kümmerer; Akis Linardos; Matthias Bethge

Journal of Vision. 2021; 21(9):2568. https://doi.org/10.1167/jov.21.9.2568

Vision Sciences Society Annual Meeting Abstract September 2021

Object-context inconsistencies affect gaze behavior differently than predicted by contextualized meaning maps

Marek A. Pedziwiatr; Matthias Kümmerer; Thomas S.A. Wallis; Matthias Bethge; Christoph Teufel

Journal of Vision. 2021; 21(9):2928. https://doi.org/10.1167/jov.21.9.2928

Article March 2021

Five points to check when comparing visual perception in humans and machines

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Christina M. Funke; Judy Borowski; Karolina Stosio; Wieland Brendel; Thomas S. A. Wallis; Matthias Bethge

Journal of Vision. 2021; 21(3):16. https://doi.org/10.1167/jov.21.3.16

Vision Sciences Society Annual Meeting Abstract October 2020

Measuring the importance of temporal features in video saliency

Matthias Tangemann; Matthias Kümmerer; Thomas S.A. Wallis; Matthias Bethge

Journal of Vision. 2020; 20(11):1061. https://doi.org/10.1167/jov.20.11.1061

Vision Sciences Society Annual Meeting Abstract October 2020

Analyzing task-specific patterns in human scanpaths

Matthias Kümmerer; Thomas S.A. Wallis; Matthias Bethge

Journal of Vision. 2020; 20(11):1191. https://doi.org/10.1167/jov.20.11.1191

Vision Sciences Society Annual Meeting Abstract October 2020

Unintended cue learning: Lessons for deep learning from experimental psychology

Robert Geirhos; Jörn-Henrik Jacobsen; Claudio Michaelis; Richard Zemel; Wieland Brendel; Matthias Bethge; Felix A. Wichmann

Journal of Vision. 2020; 20(11):652. https://doi.org/10.1167/jov.20.11.652

Vision Sciences Society Annual Meeting Abstract September 2019

Hole-in-the-wall: Perception of 3D shape and affordances from static images in humans and machines

Thomas S Wallis; Marlene Weller; Christina M Funke; Matthias Bethge

Journal of Vision. 2019; 19(10):160b. https://doi.org/10.1167/19.10.160b

Vision Sciences Society Annual Meeting Abstract September 2019

Inducing a human-like shape bias leads to emergent human-level distortion robustness in CNNs

Robert Geirhos; Patricia Rubisch; Jonas Rauber; Carlos R Medina Temme; Claudio Michaelis; Wieland Brendel; Matthias Bethge; Felix A Wichmann

Journal of Vision. 2019; 19(10):209c. https://doi.org/10.1167/19.10.209c

Vision Sciences Society Annual Meeting Abstract September 2019

Behavioural evidence for the existence of a spatiotopic free-viewing saliency map

Matthias Kümmerer; Thomas S.A. Wallis; Matthias Bethge

Journal of Vision. 2019; 19(10):305a. https://doi.org/10.1167/19.10.305a

Vision Sciences Society Annual Meeting Abstract September 2019

Comparing Search Strategies of Humans and Machines in Clutter

Claudio Michaelis; Marlene Weller; Christina Funke; Alexander S. Ecker; Thomas S.A. Wallis; Matthias Bethge

Journal of Vision. 2019; 19(10):309c. https://doi.org/10.1167/19.10.309c

Vision Sciences Society Annual Meeting Abstract September 2018

Extending DeepGaze II: Scanpath prediction from deep features

Matthias Kümmerer; Thomas Wallis; Matthias Bethge

Journal of Vision. 2018; 18(10):371. https://doi.org/10.1167/18.10.371

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