Dominik Seuß

According to our database, Dominik Seuß authored at least 15 papers between 2012 and 2023.

Collaborative distances:

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

2023

Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals.

Dominik Seuss, Teena Hassan, Anja Dieckmann, Matthias Unfried, Klaus R. Scherer, Marcello Mortillaro, Jens-Uwe Garbas

IEEE Trans. Affect. Comput., 2023

2021

Exploiting Domain-specific Knowledge for Classifier Learning: AU-based Facial Expression Analysis and Emotion Recognition.

Dominik Seuß

PhD thesis, 2021

Automatic Detection of Pain from Facial Expressions: A Survey.

Teena Hassan, Dominik Seuß, Johannes Wollenberg, Katharina Weitz, Miriam Kunz, Stefan Lautenbacher, Jens-Uwe Garbas, Ute Schmid

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability.

Dominik Seuß

CoRR, 2021

Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge.

Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic

IEEE Access, 2021

2020

Multi-label Learning with Missing Values using Combined Facial Action Unit Datasets.

Jaspar Pahl, Ines Rieger, Dominik Seuss

CoRR, 2020

Multi-Label Class Balancing Algorithm for Action Unit Detection.

Jaspar Pahl, Ines Rieger, Dominik Seuss

CoRR, 2020

Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection.

Ines Rieger, Jaspar Pahl, Dominik Seuss

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Verifying Deep Learning-based Decisions for Facial Expression Recognition.

Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Deep Learning based Affective Sensing with Remote Photoplethysmography.

Timur Luguev, Dominik Seuß, Jens-Uwe Garbas

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2019

Emotion Expression from Different Angles: A Video Database for Facial Expressions of Actors Shot by a Camera Array.

Dominik Seuss, Anja Dieckmann, Teena Hassan, Jens-Uwe Garbas, Johann Heinrich Ellgring, Marcello Mortillaro, Klaus R. Scherer

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2016

Characterizing facial expressions by grammars of action unit sequences - A first investigation using ABL.

Michael Siebers, Ute Schmid, Dominik Seuß, Miriam Kunz, Stefan Lautenbacher

Inf. Sci., 2016

A Practical Approach to Fuse Shape and Appearance Information in a Gaussian Facial Action Estimation Framework.

Teena Hassan, Dominik Seuss, Johannes Wollenberg, Jens-Uwe Garbas, Ute Schmid

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2013

A cognitive model for predicting esthetical judgements as similarity to dynamic prototypes.

Ute Schmid, Michael Siebers, Johannes Folger, Simone Schineller, Dominik Seuß, Marius Raab, Claus-Christian Carbon, Stella J. Faerber

Cogn. Syst. Res., 2013

2012

Applying Grammar Inference To Identify Generalized Patterns of Facial Expressions of Pain.

Ute Schmid, Michael Siebers, Dominik Seuß, Miriam Kunz, Stefan Lautenbacher

Proceedings of the Eleventh International Conference on Grammatical Inference, 2012