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2020 – today
- 2022
[c23]Esra Acar-Celik, Carmen Cârlan, Asim Abdulkhaleq, Fridolin Bauer, Martin Schels, Henrik J. Putzer:
Application of STPA for the Elicitation of Safety Requirements for a Machine Learning-Based Perception Component in Automotive. SAFECOMP 2022: 319-332
2010 – 2019
- 2017
- [p2]Friedhelm Schwenker, Ronald Böck, Martin Schels, Sascha Meudt, Ingo Siegert, Michael Glodek, Markus Kächele, Miriam Schmidt-Wack, Patrick Thiam, Andreas Wendemuth, Gerald Krell:
Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems. Companion Technology 2017: 387-408 - 2016
- [j7]Markus Kächele, Martin Schels, Friedhelm Schwenker:
The Influence of Annotation, Corpus Design, and Evaluation on the Outcome of Automatic Classification of Human Emotions. Frontiers ICT 3: 27 (2016) - [j6]Markus Kächele, Martin Schels, Sascha Meudt, Günther Palm, Friedhelm Schwenker:
Revisiting the EmotiW challenge: how wild is it really? J. Multimodal User Interfaces 10(2): 151-162 (2016) - 2015
- [b1]Martin Schels:
Multiple classifier systems in human-computer interaction. University of Ulm, 2015 - [c22]Viktor Kessler, Martin Schels, Markus Kächele, Guenther Palm, Friedhelm Schwenker:
On the effects of continuous annotation tools and the human factor on the annotation outcome. ISCT 2015: 174-180 - [c21]Markus Kächele, Stefanie Rukavina, Günther Palm, Friedhelm Schwenker, Martin Schels:
Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. ICPRAM (1) 2015: 367-373 - [c20]Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker, Martin Schels:
Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges. AVEC@ACM Multimedia 2015: 9-16 - [c19]Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker:
Fusion Mappings for Multimodal Affect Recognition. SSCI 2015: 307-313 - 2014
- [j5]Martin Schels, Markus Kächele, Michael Glodek, David Hrabal, Steffen Walter, Friedhelm Schwenker:
Using unlabeled data to improve classification of emotional states in human computer interaction. J. Multimodal User Interfaces 8(1): 5-16 (2014) - [j4]Michael Glodek, Martin Schels, Friedhelm Schwenker, Günther Palm:
Combination of sequential class distributions from multiple channels using Markov fusion networks. J. Multimodal User Interfaces 8(3): 257-272 (2014) - [c18]Friedhelm Schwenker, Markus Frey, Michael Glodek, Markus Kächele, Sascha Meudt, Martin Schels, Miriam Schmidt:
A New Multi-class Fuzzy Support Vector Machine Algorithm. ANNPR 2014: 153-164 - [c17]Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker:
On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction. MA3HMI@INTERSPEECH 2014: 35-44 - [c16]Markus Kächele, Martin Schels, Friedhelm Schwenker:
Inferring Depression and Affect from Application Dependent Meta Knowledge. AVEC@MM 2014: 41-48 - 2013
- [j3]Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler
, Günther Palm, Friedhelm Schwenker:
On the discovery of events in EEG data utilizing information fusion. Comput. Stat. 28(1): 5-18 (2013) - [j2]Michael Glodek, Martin Schels, Friedhelm Schwenker:
Ensemble Gaussian mixture models for probability density estimation. Comput. Stat. 28(1): 127-138 (2013) - [c15]Sascha Meudt, Michael Glodek, Martin Schels, Friedhelm Schwenker:
Multi-view video based tracking and audio-visual identification of persons in a human-computer-interaction scenario. CYBCONF 2013: 116-121 - [c14]Michael Glodek, Stephan Reuter, Martin Schels, Klaus Dietmayer, Friedhelm Schwenker:
Kalman Filter Based Classifier Fusion for Affective State Recognition. MCS 2013: 85-94 - 2012
- [j1]Stefan Scherer, Michael Glodek, Georg Layher, Martin Schels, Miriam Schmidt, Tobias Brosch, Stephan Tschechne, Friedhelm Schwenker, Heiko Neumann, Günther Palm:
A generic framework for the inference of user states in human computer interaction. J. Multimodal User Interfaces 6(3-4): 117-141 (2012) - [c13]Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker:
Multiple classifier combination using reject options and markov fusion networks. ICMI 2012: 465-472 - [c12]Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker:
Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks. ICPR 2012: 1084-1087 - [c11]Martin Schels, Michael Glodek, Friedhelm Schwenker, Günther Palm:
Revisiting AVEC 2011 - An Information Fusion Architecture. WIRN 2012: 385-393 - 2011
- [c10]Stefan Scherer, Martin Schels, Günther Palm:
How Low Level Observations Can Help to Reveal the User's State in HCI. ACII (2) 2011: 81-90 - [c9]Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker:
Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. ACII (2) 2011: 359-368 - [c8]Martin Schels, Patrick Schillinger, Friedhelm Schwenker:
Training of multiple classifier systems utilizing partially labeled sequential data sets. ESANN 2011 - [c7]Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Böck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker:
Multimodal Emotion Classification in Naturalistic User Behavior. HCI (3) 2011: 603-611 - [c6]Michael Glodek, Lutz Bigalke, Martin Schels, Friedhelm Schwenker:
Incorporating uncertainty in a layered HMM architecture for human activity recognition. J-HGBU@MM 2011: 33-34 - [c5]Martin Schels, Markus Kächele, David Hrabal, Steffen Walter, Harald C. Traue, Friedhelm Schwenker:
Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data. PSL 2011: 138-147 - 2010
- [c4]Miriam Schmidt, Martin Schels, Friedhelm Schwenker:
A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences. ANNPR 2010: 149-160 - [c3]Mohamed Farouk Abdel Hady, Martin Schels, Friedhelm Schwenker, Günther Palm:
Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs. ICANN (2) 2010: 70-75 - [c2]Martin Schels, Friedhelm Schwenker:
A Multiple Classifier System Approach for Facial Expressions in Image Sequences Utilizing GMM Supervectors. ICPR 2010: 4251-4254 - [c1]Friedhelm Schwenker, Stefan Scherer, Miriam Schmidt, Martin Schels, Michael Glodek:
Multiple Classifier Systems for the Recogonition of Human Emotions. MCS 2010: 315-324
2000 – 2009
- 2009
- [p1]Martin Schels, Christian Thiel, Friedhelm Schwenker, Günther Palm:
Classifier Fusion Applied to Facial Expression Recognition: An Experimental Comparison. Human Centered Robot Systems, Cognition, Interaction, Technology 2009: 121-129
Coauthor Index
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