Gaze-informed Object Sequences for Egocentric Action Recognition using Deep Learning.

Siegfried Wahl Nora Jane Castner Zhengyu Su Siegfried Wahl Gaze-informed Object Sequences for Egocentric Action Recognition using Deep Learning. 40:1-40:3 2026 ETRA https://doi.org/10.1145/3797246.3805859 conf/etra/2026 db/conf/etra/etra2026.html#CastnerSW26

Björn Rene Severitt Yannick Sauer Nora Castner Siegfried Wahl A Real-Time Error Prevention System for Gaze-Based Interaction in Virtual Reality Based on Anomaly Detection. 2026 January abs/2601.15146 CoRR https://doi.org/10.48550/arXiv.2601.15146 db/journals/corr/corr2601.html#abs-2601-15146 streams/journals/corr

Björn Severitt Yannick Sauer Alexander Neugebauer Rajat Agarwala Nora Castner Siegfried Wahl The interplay of user preference and precision in different gaze-based interaction methods in virtual environments. 2025 6 Frontiers Virtual Real. https://doi.org/10.3389/frvir.2025.1576962 db/journals/frvir/frvir6.html#SeverittSNACW25 streams/journals/frvir

Anna-Lena von Behren Yannick Sauer Björn Severitt Siegfried Wahl CNN-based estimation of gaze distance in virtual reality using eye tracking and depth data. 10:1-10:7 2025 ETRA https://doi.org/10.1145/3715669.3723122 conf/etra/2025 db/conf/etra/etra2025.html#BehrenSSW25 Björn Rene Severitt Yannick Sauer Nora Jane Castner Wolfgang Fuhl Siegfried Wahl Recognition of errors in gaze-based interaction with anomaly detection. 77:1-77:6 2025 ETRA https://doi.org/10.1145/3715669.3725895 conf/etra/2025 db/conf/etra/etra2025.html#SeverittSCFW25

Björn Rene Severitt Yannick Sauer Alexander Neugebauer Rajat Agarwala Nora Castner Siegfried Wahl The interplay of user preference and precision in different gaze-based interaction methods. 2025 January abs/2501.06073 CoRR https://doi.org/10.48550/arXiv.2501.06073 db/journals/corr/corr2501.html#abs-2501-06073 streams/journals/corr

Björn Rene Severitt Nora Castner Siegfried Wahl Bi-Directional Gaze-Based Communication: A Review. 108 2024 8 Multimodal Technol. Interact. 12 https://doi.org/10.3390/mti8120108 db/journals/mti/mti8.html#SeverittCW24 streams/journals/mti

Nora Castner Lubaina Arsiwala-Scheppach Sarah Mertens Joachim Krois Enkeleda Thaqi Enkelejda Kasneci Siegfried Wahl Falk Schwendicke Expert gaze as a usability indicator of medical AI decision support systems: a preliminary study. 2024 7 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-024-01192-8 db/journals/npjdm/npjdm7.html#CastnerAMKTKWS24 streams/journals/npjdm

Benedikt W. Hosp Martin Dechant Yannick Sauer Björn Severitt Rajat Agarwala Siegfried Wahl VisionaryVR: An Optical Simulation Tool for Evaluating and Optimizing Vision Correction Solutions in Virtual Reality. 2458 2024 April 24 Sensors 8 https://doi.org/10.3390/s24082458 db/journals/sensors/sensors24.html#HospDSSAW24

Miguel García García Yannick Sauer Tamara Watson Siegfried Wahl Virtual reality (VR) as a testing bench for consumer optical solutions: a machine learning approach (GBR) to visual comfort under simulated progressive addition lenses (PALs) distortions. 36 2024 March 28 Virtual Real. 1 https://doi.org/10.1007/s10055-023-00894-w db/journals/vr/vr28.html#GarciaSWW24

Alexander Neugebauer Nora Castner Björn Severitt Katarína Stingl Iliya Ivanov Siegfried Wahl Simulating vision impairment in virtual reality: a comparison of visual task performance with real and simulated tunnel vision. 97 2024 June 28 Virtual Real. 2 https://doi.org/10.1007/s10055-024-00987-0 db/journals/vr/vr28.html#NeugebauerCSSIW24

Björn Rene Severitt Patrizia Lenhart Benedikt Werner Hosp Nora Jane Castner Siegfried Wahl Communication breakdown: Gaze-based prediction of system error for AI-assisted robotic arm simulated in VR. 5:1-5:7 2024 ETRA https://doi.org/10.1145/3649902.3653339 https://www.wikidata.org/entity/Q130826131 conf/etra/2024 db/conf/etra/etra2024.html#SeverittLHCW24 Yannick Sauer Rajat Agarwala Patrizia Lenhart Regine Lendway Björn Severitt Alexander Neugebauer Benedikt Werner Hosp Nora Jane Castner Siegfried Wahl Eye tracking data set of academics making an omelette: An egg-breaking work. 40:1-40:3 2024 ETRA https://doi.org/10.1145/3649902.3655657 conf/etra/2024 db/conf/etra/etra2024.html#SauerALLSNHCW24 Yannick Sauer Björn Severitt Rajat Agarwala Siegfried Wahl Using mobile eye tracking for gaze- and head-contingent vision simulations. 51:1-51:3 2024 ETRA https://doi.org/10.1145/3649902.3655660 https://www.wikidata.org/entity/Q130804845 conf/etra/2024 db/conf/etra/etra2024.html#SauerSAW24

Benedikt W. Hosp Björn Severitt Rajat Agarwala Evgenia Rusak Yannick Sauer Siegfried Wahl Focal Depth Estimation: A Calibration-Free, Subject- and Daytime Invariant Approach. 2024 abs/2408.03591 CoRR https://doi.org/10.48550/arXiv.2408.03591 db/journals/corr/corr2408.html#abs-2408-03591 streams/journals/corr

Linus Emmerich Arne Ohlendorf Alexander Leube Nikolai Suchkov Siegfried Wahl Development and Testing of a Compact Autorefractor Based on Double-Pass Imaging. 362 2023 23 Sensors 1 https://doi.org/10.3390/s23010362 db/journals/sensors/sensors23.html#EmmerichOLSW23

Benedikt W. Hosp Siegfried Wahl ZING: An Eye-Tracking Experiment Software for Organization and Presentation of Omnidirectional Stimuli in Virtual Reality. 61:1-61:4 2023 ETRA https://doi.org/10.1145/3588015.3589201 conf/etra/2023 db/conf/etra/etra2023.html#HospW23 Benedikt W. Hosp Siegfried Wahl ZERO: A Generic Open-Source Extended Reality Eye-Tracking Controller Interface for Scientists. 64:1-64:4 2023 ETRA https://doi.org/10.1145/3588015.3589203 conf/etra/2023 db/conf/etra/etra2023.html#HospW23a Björn Severitt Nora Jane Castner Olga Lukashova-Sanz Siegfried Wahl Leveraging gaze for potential error prediction in AI-support systems: An exploratory analysis of interaction with a simulated robot. 56-60 2023 ICMI Companion https://doi.org/10.1145/3610661.3617163 https://www.wikidata.org/entity/Q130954210 conf/icmi/2023c db/conf/icmi/icmi2023c.html#SeverittCLW23 Jesse W. Grootjen Alexandra Sipatchin Siegfried Wahl Tonja-Katrin Machulla Lewis L. Chuang Thomas Kosch Assessing Eye Tracking for Continuous Central Field Loss Monitoring. 48-58 2023 MUM https://doi.org/10.1145/3626705.3627776 conf/mum/2023 db/conf/mum/mum2023.html#GrootjenSWMCK23

Martin Dechant Susanne Poeller Benedikt Hosp Olga Lukashova-Sanz Alexandra Sipatchin Siegfried Wahl Assessing the relationship between subjective trust, confidence measurements, and mouse trajectory characteristics in an online task. 2023 abs/2310.16632 CoRR https://doi.org/10.48550/arXiv.2310.16632 db/journals/corr/corr2310.html#abs-2310-16632

Martin Johannes Dechant Olga Lukashova-Sanz Siegfried Wahl In the user's eyes we find trust: Using gaze data as a predictor or trust in an artifical intelligence. 2023 abs/2310.16672 CoRR https://doi.org/10.48550/arXiv.2310.16672 db/journals/corr/corr2310.html#abs-2310-16672

Benedikt W. Hosp Yannick Sauer Björn Severitt Rajat Agarwala Siegfried Wahl How to Tune Autofocals: A Comparative Study of Advanced Tuning Methods. 2023 abs/2312.00685 CoRR https://doi.org/10.48550/arXiv.2312.00685 db/journals/corr/corr2312.html#abs-2312-00685

Benedikt W. Hosp Martin Dechant Yannick Sauer Rajat Agarwala Siegfried Wahl VisionaryVR: An Optical Simulation Tool for Evaluating and Optimizing Vision Correction Solutions in Virtual Reality. 2023 abs/2312.00692 CoRR https://doi.org/10.48550/arXiv.2312.00692 db/journals/corr/corr2312.html#abs-2312-00692

Alexander Neugebauer Nora Castner Björn Severitt Katarína Stingl Iliya Ivanov Siegfried Wahl Simulating Vision Impairment in Virtual Reality - A Comparison of Visual Task Performance with Real and Simulated Tunnel Vision. 2023 abs/2312.02812 CoRR https://doi.org/10.48550/arXiv.2312.02812 db/journals/corr/corr2312.html#abs-2312-02812

Olga Lukashova-Sanz Siegfried Wahl Katharina Rifai Augmentation Impacts Strategy and Gaze Distribution in a Dual-Task Interleaving Scenario. 383-394 2022 38 Int. J. Hum. Comput. Interact. 4 https://doi.org/10.1080/10447318.2021.1948250 db/journals/ijhci/ijhci37.html#Lukashova-SanzW22

Jakob Kilian Alexander Neugebauer Lasse Scherffig Siegfried Wahl The Unfolding Space Glove: A Wearable Spatio-Visual to Haptic Sensory Substitution Device for Blind People. 1859 2022 22 Sensors 5 https://doi.org/10.3390/s22051859 db/journals/sensors/sensors22.html#KilianNSW22

Yannick Sauer Alexandra Sipatchin Siegfried Wahl Miguel García García Assessment of consumer VR-headsets' objective and subjective field of view (FoV) and its feasibility for visual field testing. 1089-1101 2022 26 Virtual Real. 3 https://doi.org/10.1007/s10055-021-00619-x db/journals/vr/vr26.html#SauerSWG22

Yannick Sauer Siegfried Wahl Selam Wondimu Habtegiorgis Realtime blur simulation of varifocal spectacle lenses in virtual reality. 9:1-9:4 2022 SIGGRAPH Asia Technical Communications https://doi.org/10.1145/3550340.3564224 conf/siggrapha/2022tc db/conf/siggrapha/siggrapha2022tc.html#SauerWH22

Miguel García García Yannick Sauer Tamara Watson Siegfried Wahl Virtual reality (VR) as a testing bench for consumer optical solutions: A machine learning approach (GBR) to visual comfort under simulated progressive addition lenses (PALS) distortions. 2022 abs/2207.06769 CoRR https://doi.org/10.48550/arXiv.2207.06769 db/journals/corr/corr2207.html#abs-2207-06769

Rita Laureanti Marco Bilucaglia Margherita Zito Riccardo Circi Alessandro Fici Fiamma Rivetti Riccardo Valesi Siegfried Wahl Luca T. Mainardi Vincenzo Russo Yellow (Lens) Better: Bioelectrical and Biometrical Measures to Assess Arousing and Focusing Effects. 6163-6166 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630201 conf/embc/2021 db/conf/embc/embc2021.html#LaureantiBZCFRV21 Alexander Neugebauer Katarína Stingl Iliya Ivanov Siegfried Wahl Applying Virtual Reality for Systematic Gaze Pattern Evaluation in Simulated Retinitis Pigmentosa Patients. 11:1-11:2 2021 SIGGRAPH Posters https://doi.org/10.1145/3450618.3469178 conf/siggraph/2021posters db/conf/siggraph/siggraph2021posters.html#NeugebauerSIW21

Alexander Leube Lukas Lang Gerhard Kelch Siegfried Wahl Prediction of progressive lens performance from neural network simulations. 2021 abs/2103.10842 CoRR https://arxiv.org/abs/2103.10842 db/journals/corr/corr2103.html#abs-2103-10842

Alexander Leube Christian Leibig Arne Ohlendorf Siegfried Wahl Machine Learning based Predictions of Subjective Refractive Errors of the Human Eye. 199-205 2019 HEALTHINF https://doi.org/10.5220/0007254401990205 conf/biostec/2019hi db/conf/biostec/healthinf2019.html#LeubeLOW19 Marco Bilucaglia Rita Laureanti Margherita Zito Riccardo Circi Alessandro Fici Fiamma Rivetti Riccardo Valesi Siegfried Wahl Vincenzo Russo Looking through blue glasses: bioelectrical measures to assess the awakening after a calm situation. 526-529 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856486 https://www.wikidata.org/entity/Q92694012 conf/embc/2019 db/conf/embc/embc2019.html#BilucagliaLZCFR19

Wolfgang Fuhl Thiago Santini Carsten Reichert Daniel Claus Alois Herkommer Hamed Bahmani Katharina Rifai Siegfried Wahl Enkelejda Kasneci Non-intrusive practitioner pupil detection for unmodified microscope oculars. 36-44 2016 79 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2016.10.005 https://www.wikidata.org/entity/Q39287980 db/journals/cbm/cbm79.html#FuhlSRCHBRWK16

Hamed Bahmani Siegfried Wahl Distorted Low-Level Visual Features Affect Saliency-Based Visual Attention. 2016 10 Frontiers Comput. Neurosci. https://doi.org/10.3389/fncom.2016.00124 https://www.wikidata.org/entity/Q36222943 db/journals/ficn/ficn10.html#BahmaniW16 124

Esteban Damián Gutiérrez Mlot Hamed Bahmani Siegfried Wahl Enkelejda Kasneci 3D Gaze Estimation using Eye Vergence. 125-131 2016 HEALTHINF https://doi.org/10.5220/0005821201250131 https://www.wikidata.org/entity/Q113378501 conf/biostec/2016hi db/conf/biostec/healthinf2016.html#MlotBWK16 Catarina Dias Michael Wick Katharina Rifai Siegfried Wahl Peripheral Retinal Image Simulation Based on Retina Shapes. 61-64 2016 Eurographics (Short Papers) https://doi.org/10.2312/egsh.20161015 conf/eurographics/2016short db/conf/eurographics/eg-short2016.html#DiasWRW16 Rajat Agarwala Lubaina Arsiwala-Scheppach Hamed Bahmani Anna-Lena von Behren Marco Bilucaglia Nora CastnerNora Jane Castner Lewis L. Chuang Riccardo Circi Daniel Claus Martin DechantMartin Johannes Dechant Catarina Dias Linus Emmerich Alessandro Fici Wolfgang Fuhl Miguel García García Jesse W. Grootjen Selam Wondimu Habtegiorgis Alois Herkommer Benedikt HospBenedikt W. HospBenedikt Werner Hosp Iliya Ivanov Enkelejda Kasneci Gerhard Kelch Jakob Kilian Thomas Kosch Joachim Krois Lukas Lang Rita Laureanti Christian Leibig Regine Lendway Patrizia Lenhart Alexander Leube Olga Lukashova-Sanz Tonja MachullaTonja-Katrin Machulla Luca T. Mainardi Sarah Mertens Esteban Damián Gutiérrez Mlot Alexander Neugebauer Arne Ohlendorf Susanne Poeller Carsten Reichert Katharina Rifai Fiamma Rivetti Evgenia Rusak Vincenzo Russo Thiago Santini Yannick Sauer Lasse Scherffig Falk Schwendicke Björn SeverittBjörn Rene Severitt Alexandra Sipatchin Katarína Stingl Zhengyu Su Nikolai Suchkov Enkeleda Thaqi Riccardo Valesi Tamara L. WatsonTamara Watson Michael Wick Margherita Zito