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Ömer Sümer
Ömer Sümer
Human-Centered Artificial Intelligence, University of Augsburg
Verified email at informatik.uni-augsburg.de
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Cited by
Cited by
Year
Attentive or Not? Toward a Machine Learning Approach to Assessing Students’ Visible Engagement in Classroom Instruction
P Goldberg, Ö Sümer, K Stürmer, W Wagner, R Göllner, P Gerjets, ...
Educational Psychology Review, 2019
1332019
Multimodal Engagement Analysis from Facial Videos in the Classroom
Ö Sümer, P Goldberg, S D'Mello, P Gerjets, U Trautwein, E Kasneci
IEEE Transactions on Affective Computing, 2021
582021
Self-supervised learning of pose embeddings from spatiotemporal relations in videos
Ö Sümer, T Dencker, B Ommer
Computer Vision (ICCV), 2017 IEEE International Conference on, 4298-4307, 2017
322017
Teachers’ Perception in the Classroom
Ö Sümer, P Goldberg, K Stürmer, T Seidel, P Gerjets, U Trautwein, ...
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR …, 2018
272018
Attention Flow: End-to-End Joint Attention Estimation
Ö Sümer, P Gerjets, U Trautwein, E Kasneci
IEEE Winter Conference on Applications of Computer Vision (WACV), 3316-3325, 2020
212020
Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles
A Hustinx, F Hellmann, Ö Sümer, B Javanmardi, E André, P Krawitz, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
102023
Automated Anonymisation of Visual and Audio Data in Classroom Studies
Ö Sümer, P Gerjets, U Trautwein, E Kasneci
https://arxiv.org/abs/2001.05080, 2020
82020
FakeNewsPerception: An eye movement dataset on the perceived believability of news stories
Ö Sümer, E Bozkir, T Kübler, S Grüner, S Utz, E Kasneci
Data in Brief 35, 2021
72021
Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic Disorders
Ö Sümer, F Hellmann, A Hustinx, TC Hsieh, E André, P Krawitz
Studies in Health Technology and Informatics 302, 932 - 936, 2023
52023
An Embedded Design And Implementation Of A Facial Expression Recognition System
Ö Sümer
http://hdl.handle.net/11527/13293, 2014
42014
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?
MK Tellamekala, Ö Sümer, BW Schuller, E André, T Giesbrecht, M Valstar
IEEE Transactions on Affective Computing, 2023
32023
Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues
Ö Sümer, C Beyan, F Ruth, O Kramer, U Trautwein, E Kasneci
https://arxiv.org/abs/2105.02636, 2021
22021
LBP and SIFT based facial expression recognition
O Sumer, EO Gunes
Seventh International Conference on Machine Vision (ICMV 2014) 9445, 48-52, 2015
22015
Comparison of clinical geneticist and computer visual attention in assessing genetic conditions
D Duong, AR Johny, S Ledgister Hanchard, C Fortney, K Flaharty, ...
PLoS genetics 20 (2), e1011168, 2024
2024
Region-based Saliency Explanations on the Recognition of Facial Genetic Syndromes
Ö Sümer, RL Waikel, SEL Hanchard, D Duong, P Krawitz, C Conati, ...
Machine Learning for Healthcare Conference, 2023
2023
Human and computer attention in assessing genetic conditions
D Duong, AR Johny, S Ledgister Hanchard, C Fortney, F Hellmann, P Hu, ...
medRxiv, 2023
2023
Multimodal Visual Sensing: Automated Estimation of Engagement
Ö Sümer
Eberhard Karls Universität Tübingen, 2021
2021
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Articles 1–17