Martin Schels

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 3

Top Venues

J. Multimodal User Interfaces

Comput. Stat.

SSCI

MCS

University of Ulm (PHD)

Education History

University of Ulm

PHD

Publications

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)
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) (2016)
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 (2016)
Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker
Fusion Mappings for Multimodal Affect Recognition. SSCI (2015)
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)
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)
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)
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)
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) (2014)
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) (2014)
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)
Markus Kächele, Martin Schels, Friedhelm Schwenker
Inferring Depression and Affect from Application Dependent Meta Knowledge. AVEC@MM (2014)
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)
Michael Glodek, Martin Schels, Friedhelm Schwenker
Ensemble Gaussian mixture models for probability density estimation. Comput. Stat. 28 (1) (2013)
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) (2013)
Michael Glodek, Stephan Reuter, Martin Schels, Klaus Dietmayer, Friedhelm Schwenker
Kalman Filter Based Classifier Fusion for Affective State Recognition. MCS (2013)
Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks. ICPR (2012)
Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker
Multiple classifier combination using reject options and markov fusion networks. ICMI (2012)
Martin Schels, Michael Glodek, Friedhelm Schwenker, Günther Palm
Revisiting AVEC 2011 - An Information Fusion Architecture. WIRN (2012)
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) (2012)
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)
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)
Stefan Scherer, Martin Schels, Günther Palm
How Low Level Observations Can Help to Reveal the User's State in HCI. ACII (2) (2011)
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)
Martin Schels, Patrick Schillinger, Friedhelm Schwenker
Training of multiple classifier systems utilizing partially labeled sequential data sets. ESANN (2011)
Michael Glodek, Lutz Bigalke, Martin Schels, Friedhelm Schwenker
Incorporating uncertainty in a layered HMM architecture for human activity recognition. J-HGBU@MM (2011)
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)
Friedhelm Schwenker, Stefan Scherer, Miriam Schmidt, Martin Schels, Michael Glodek
Multiple Classifier Systems for the Recogonition of Human Emotions. MCS (2010)
Martin Schels, Friedhelm Schwenker
A Multiple Classifier System Approach for Facial Expressions in Image Sequences Utilizing GMM Supervectors. ICPR (2010)
Miriam Schmidt, Martin Schels, Friedhelm Schwenker
A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences. ANNPR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin Schels