| 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 | 204 | 2019 |
| 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 | 101 | 2021 |
| 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 | 33 | 2018 |
| 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 | 32 | 2017 |
| 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 | 29 | 2020 |
| 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 | 16 | 2023 |
| 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 | 16 | 2021 |
| 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 | 14 | 2020 |
| 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 | 10 | 2023 |
| 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 | 7 | 2023 |
| An Embedded Design And Implementation Of A Facial Expression Recognition System Ö Sümer http://hdl.handle.net/11527/13293, 2014 | 4 | 2014 |
| Approximating facial expression effects on diagnostic accuracy via generative AI in medical genetics T Patel, AA Othman, Ö Sümer, F Hellman, P Krawitz, E André, ME Ripper, ... Bioinformatics 40 (Supplement_1), i110-i118, 2024 | 2 | 2024 |
| 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 | 2 | 2024 |
| Human and computer attention in assessing genetic conditions D Duong, AR Johny, S Ledgister Hanchard, C Fortney, F Hellmann, P Hu, ... medRxiv, 2023 | 2 | 2023 |
| 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 | 2 | 2021 |
| LBP and SIFT based facial expression recognition O Sumer, EO Gunes Seventh International Conference on Machine Vision (ICMV 2014) 9445, 48-52, 2015 | 2 | 2015 |
| From the Lab to the Wild: Examining Generalizability of Video-based Mind Wandering Detection B Bühler, E Bozkir, P Goldberg, Ö Sümer, S D'Mello, P Gerjets, ... International Journal of Artificial Intelligence in Education, 1-35, 2024 | 1 | 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 | 1 | 2023 |
| Multimodal Visual Sensing: Automated Estimation of Engagement Ö Sümer Eberhard Karls Universität Tübingen, 2021 | | 2021 |
Enkelejda KasneciProfessor at the Technical University of MunichVerified email at tum.de