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Books and Theses
- 2021
[b1]Dominik Seuß:
Exploiting Domain-specific Knowledge for Classifier Learning: AU-based Facial Expression Analysis and Emotion Recognition. University of Bamberg, Germany, 2021
Journal Articles
- 2023
- [j5]Dominik Seuss
, Teena Hassan, Anja Dieckmann, Matthias Unfried, Klaus R. Scherer, Marcello Mortillaro, Jens-Uwe Garbas:
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals. IEEE Trans. Affect. Comput. 14(2): 1188-1200 (2023) - 2021
- [j4]Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic:
Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge. IEEE Access 9: 103325-103336 (2021) - [j3]Teena Hassan, Dominik Seuß, Johannes Wollenberg, Katharina Weitz, Miriam Kunz, Stefan Lautenbacher, Jens-Uwe Garbas, Ute Schmid:
Automatic Detection of Pain from Facial Expressions: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 1815-1831 (2021) - 2016
- [j2]Michael Siebers, Ute Schmid, Dominik Seuß, Miriam Kunz, Stefan Lautenbacher:
Characterizing facial expressions by grammars of action unit sequences - A first investigation using ABL. Inf. Sci. 329: 866-875 (2016) - 2013
- [j1]Ute Schmid, Michael Siebers, Johannes Folger, Simone Schineller, Dominik Seuß, Marius Raab, Claus-Christian Carbon, Stella J. Faerber:
A cognitive model for predicting esthetical judgements as similarity to dynamic prototypes. Cogn. Syst. Res. 24: 72-79 (2013)
Conference and Workshop Papers
- 2020
- [c6]Timur Luguev, Dominik Seuß, Jens-Uwe Garbas:
Deep Learning based Affective Sensing with Remote Photoplethysmography. CISS 2020: 1-4 - [c5]Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid:
Verifying Deep Learning-based Decisions for Facial Expression Recognition. ESANN 2020: 139-144 - [c4]Ines Rieger, Jaspar Pahl, Dominik Seuss:
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection. FG 2020: 619-623 - 2019
- [c3]Dominik Seuss, Anja Dieckmann, Teena Hassan, Jens-Uwe Garbas, Johann Heinrich Ellgring, Marcello Mortillaro, Klaus R. Scherer:
Emotion Expression from Different Angles: A Video Database for Facial Expressions of Actors Shot by a Camera Array. ACII 2019: 35-41 - 2016
- [c2]Teena Hassan, Dominik Seuss, Johannes Wollenberg, Jens-Uwe Garbas, Ute Schmid:
A Practical Approach to Fuse Shape and Appearance Information in a Gaussian Facial Action Estimation Framework. ECAI 2016: 1812-1817 - 2012
- [c1]Ute Schmid, Michael Siebers, Dominik Seuß, Miriam Kunz, Stefan Lautenbacher:
Applying Grammar Inference To Identify Generalized Patterns of Facial Expressions of Pain. ICGI 2012: 183-188
Informal and Other Publications
- 2021
- [i5]Dominik Seuß:
Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability. CoRR abs/2105.11828 (2021) - 2020
- [i4]Jaspar Pahl, Ines Rieger, Dominik Seuss:
Multi-Label Class Balancing Algorithm for Action Unit Detection. CoRR abs/2002.03238 (2020) - [i3]Ines Rieger, Rene Kollmann, Bettina Finzel, Dominik Seuss, Ute Schmid:
Verifying Deep Learning-based Decisions for Facial Expression Recognition. CoRR abs/2003.00828 (2020) - [i2]Ines Rieger, Jaspar Pahl, Dominik Seuss:
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection. CoRR abs/2003.08751 (2020) - [i1]Jaspar Pahl, Ines Rieger, Dominik Seuss:
Multi-label Learning with Missing Values using Combined Facial Action Unit Datasets. CoRR abs/2008.07234 (2020)
Coauthor Index
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