Michael Glodek

According to our database, Michael Glodek authored at least 32 papers between 2010 and 2017.

Collaborative distances:

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

2017

Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems.

Friedhelm Schwenker, Ronald Böck, Martin Schels, Sascha Meudt, Ingo Siegert, Michael Glodek, Markus Kächele, Miriam Schmidt-Wack, Patrick Thiam, Andreas Wendemuth, Gerald Krell

Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017

Analysis of Articulated Motion for Social Signal Processing.

Georg Layher, Michael Glodek, Heiko Neumann

Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017

2016

Learning in layered multimodal classifier architectures for cognitive technical systems.

Michael Glodek

PhD thesis, 2016

On Stacking Probabilistic Temporal Models with Bidirectional Information Flow.

Michael Glodek, Georg Layher, Heiko Neumann, Susanne Biundo, Günther Palm

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

2015

Fusion paradigms in cognitive technical systems for human-computer interaction.

Michael Glodek, Frank Honold, Thomas Geier, Gerald Krell, Florian Nothdurft, Stephan Reuter, Felix Schüssel, Thilo Hörnle, Klaus Dietmayer, Wolfgang Minker, Susanne Biundo, Michael Weber, Günther Palm, Friedhelm Schwenker

Neurocomputing, 2015

2014

Using unlabeled data to improve classification of emotional states in human computer interaction.

Martin Schels, Markus Kächele, Michael Glodek, David Hrabal, Steffen Walter, Friedhelm Schwenker

J. Multimodal User Interfaces, 2014

Combination of sequential class distributions from multiple channels using Markov fusion networks.

Michael Glodek, Martin Schels, Friedhelm Schwenker, Günther Palm

J. Multimodal User Interfaces, 2014

uulmMAD - A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances.

Michael Glodek, Georg Layher, Felix Heilemann, Florian Gawrilowicz, Günther Palm, Friedhelm Schwenker, Heiko Neumann

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2014

On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction.

Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker

Proceedings of the Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction, 2014

Fusion of Audio-visual Features using Hierarchical Classifier Systems for the Recognition of Affective States and the State of Depression.

Markus Kächele, Michael Glodek, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker

Proceedings of the ICPRAM 2014, 2014

A New Multi-class Fuzzy Support Vector Machine Algorithm.

Friedhelm Schwenker, Markus Frey, Michael Glodek, Markus Kächele, Sascha Meudt, Martin Schels, Miriam Schmidt

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

2013

On the discovery of events in EEG data utilizing information fusion.

Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler, Günther Palm, Friedhelm Schwenker

Comput. Stat., 2013

Ensemble Gaussian mixture models for probability density estimation.

Michael Glodek, Martin Schels, Friedhelm Schwenker

Comput. Stat., 2013

Kalman Filter Based Classifier Fusion for Affective State Recognition.

Michael Glodek, Stephan Reuter, Martin Schels, Klaus Dietmayer, Friedhelm Schwenker

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Hidden Markov models with graph densities for action recognition.

Michael Glodek, Edmondo Trentin, Friedhelm Schwenker, Günther Palm

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Recognizing User Preferences Based on Layered Activity Recognition and First-Order Logic.

Michael Glodek, Thomas Geier, Susanne Biundo, Friedhelm Schwenker, Günther Palm

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions.

Ingo Siegert, Michael Glodek, Axel Panning, Gerald Krell, Friedhelm Schwenker, Ayoub Al-Hamadi, Andreas Wendemuth

Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Multi-view video based tracking and audio-visual identification of persons in a human-computer-interaction scenario.

Sascha Meudt, Michael Glodek, Martin Schels, Friedhelm Schwenker

Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

2012

Spotting laughter in natural multiparty conversations: A comparison of automatic online and offline approaches using audiovisual data.

Stefan Scherer, Michael Glodek, Friedhelm Schwenker, Nick Campbell, Günther Palm

ACM Trans. Interact. Intell. Syst., 2012

A generic framework for the inference of user states in human computer interaction.

Stefan Scherer, Michael Glodek, Georg Layher, Martin Schels, Miriam Schmidt, Tobias Brosch, Stephan Tschechne, Friedhelm Schwenker, Heiko Neumann, Günther Palm

J. Multimodal User Interfaces, 2012

Revisiting AVEC 2011 - An Information Fusion Architecture.

Martin Schels, Michael Glodek, Friedhelm Schwenker, Günther Palm

Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012

Towards Emotion Recognition in Human Computer Interaction.

Günther Palm, Michael Glodek

Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012

Fusion of Fragmentary Classifier Decisions for Affective State Recognition.

Gerald Krell, Michael Glodek, Axel Panning, Ingo Siegert, Bernd Michaelis, Andreas Wendemuth, Friedhelm Schwenker

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2012

Detecting Actions by Integrating Sequential Symbolic and Sub-symbolic Information in Human Activity Recognition.

Michael Glodek, Friedhelm Schwenker, Günther Palm

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Multi-modal Fusion based on classifiers using reject options and Markov Fusion Networks.

Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Multiple classifier combination using reject options and markov fusion networks.

Michael Glodek, Martin Schels, Günther Palm, Friedhelm Schwenker

Proceedings of the International Conference on Multimodal Interaction, 2012

Recognizing Human Activities Using a Layered Markov Architecture.

Michael Glodek, Georg Layher, Friedhelm Schwenker, Günther Palm

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Incorporating uncertainty in a layered HMM architecture for human activity recognition.

Michael Glodek, Lutz Bigalke, Martin Schels, Friedhelm Schwenker

Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding, 2011

Conditioned Hidden Markov Model Fusion for Multimodal Classification.

Michael Glodek, Stefan Scherer, Friedhelm Schwenker

Proceedings of the INTERSPEECH 2011, 2011

Multimodal Emotion Classification in Naturalistic User Behavior.

Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Böck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker

Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, 2011

Multiple Classifier Systems for the Classification of Audio-Visual Emotional States.

Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker

Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010

Multiple Classifier Systems for the Recogonition of Human Emotions.

Friedhelm Schwenker, Stefan Scherer, Miriam Schmidt, Martin Schels, Michael Glodek

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010