Ömer Sümer

According to our database, Ömer Sümer authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?

Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar

IEEE Trans. Affect. Comput., 2024

Approximating facial expression effects on diagnostic accuracy <i>via</i> generative AI in medical genetics.

Tanviben Patel, Amna A. Othman, Ömer Sümer, Fabio Hellmann, Peter Krawitz, Elisabeth André, Molly E. Ripper, Chris Fortney, Susan Persky, Ping Hu, Cedrik Tekendo-Ngongang, Suzanna E. Ledgister Hanchard, Kendall A. Flaharty, Rebekah L. Waikel, Dat Duong, Benjamin D. Solomon

Bioinform., 2024

2023

Multimodal Engagement Analysis From Facial Videos in the Classroom.

Ömer Sümer, Patricia Goldberg, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

IEEE Trans. Affect. Comput., 2023

Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles.

Alexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter Krawitz, Tzung-Chien Hsieh

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Region-based Saliency Explanations on the Recognition of Facial Genetic Syndromes.

Ömer Sümer, Rebekah L. Waikel, Suzanna E. Ledgister Hanchard, Dat Duong, Peter Krawitz, Cristina Conati, Benjamin D. Solomon, Elisabeth André

Proceedings of the Machine Learning for Healthcare Conference, 2023

Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic Disorders.

Ömer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André, Peter Krawitz

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2021

Multimodal Visual Sensing: Automated Estimation of Engagement

Ömer Sümer

PhD thesis, 2021

Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues.

Ömer Sümer, Cigdem Beyan, Fabian Ruth, Olaf Kramer, Ulrich Trautwein, Enkelejda Kasneci

CoRR, 2021

2020

Automated Anonymisation of Visual and Audio Data in Classroom Studies.

Ömer Sümer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

CoRR, 2020

Attention Flow: End-to-End Joint Attention Estimation.

Ömer Sümer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2018

Teacher's Perception in the Classroom.

Ömer Sümer, Patricia Goldberg, Kathleen Stürmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

CoRR, 2018

Teachers' Perception in the Classroom.

Ömer Sümer, Patricia Goldberg, Kathleen Stürmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Self-Supervised Learning of Pose Embeddings from Spatiotemporal Relations in Videos.

Ömer Sümer, Tobias Dencker, Björn Ommer

Proceedings of the IEEE International Conference on Computer Vision, 2017

2014

LBP and SIFT based facial expression recognition.

Ömer Sümer, Ece Olcay Günes

Proceedings of the Seventh International Conference on Machine Vision, 2014