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 (ACII (2), 2011)

Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data. - Martin Schels; Markus Kächele; David Hrabal; Steffen Walter 001; Harald C. Traue; Friedhelm Schwenker (PSL, 2011)

Multi classifier systems and forward backward feature selection algorithms to classify emotional coloured speech. - Sascha Meudt; Dimitri Zharkov; Markus Kächele; Friedhelm Schwenker (ICMI, 2013)

Semi-Supervised Dictionary Learning of Sparse Representations for Emotion Recognition. - Markus Kächele; Friedhelm Schwenker (PSL, 2013)

Design and Fabrication of Faceted Mirror Arrays for Light Field Capture. - Martin Fuchs 001; Markus Kächele; Szymon Rusinkiewicz (Comput. Graph. Forum, 2013)

Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. - Markus Kächele; Patrick Thiam; Günther Palm; Friedhelm Schwenker (ANNPR, 2014)

A New Multi-class Fuzzy Support Vector Machine Algorithm. - Friedhelm Schwenker; Markus Frey; Michael Glodek; Markus Kächele; Sascha Meudt; Martin Schels; Miriam Schmidt (ANNPR, 2014)

Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. - Patrick Thiam; Sascha Meudt; Markus Kächele; Günther Palm; Friedhelm Schwenker (ERM4HCI@ICMI, 2014)

Cascaded Fusion of Dynamic, Spatial, and Textural Feature Sets for Person-Independent Facial Emotion Recognition. - Markus Kächele; Friedhelm Schwenker (ICPR, 2014)

Prosodic, Spectral and Voice Quality Feature Selection Using a Long-Term Stopping Criterion for Audio-Based Emotion Recognition. - Markus Kächele; Dimitri Zharkov; Sascha Meudt; Friedhelm Schwenker (ICPR, 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 (ICPRAM, 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 (MA3HMI@INTERSPEECH, 2014)

Inferring Depression and Affect from Application Dependent Meta Knowledge. - Markus Kächele; Martin Schels; Friedhelm Schwenker (AVEC@MM, 2014)

Audio-Visual User Identification in HCI Scenarios. - Markus Kächele; Sascha Meudt; Andrej Schwarz; Friedhelm Schwenker (MPRSS, 2014)

Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions. - Markus Kächele; Günther Palm; Friedhelm Schwenker (MPRSS, 2014)

Using unlabeled data to improve classification of emotional states in human computer interaction. - Martin Schels; Markus Kächele; Michael Glodek; David Hrabal; Steffen Walter 001; Friedhelm Schwenker (J. Multimodal User Interfaces, 2014)

On the effects of continuous annotation tools and the human factor on the annotation outcome. - Viktor Kessler; Martin Schels; Markus Kächele; Guenther Palm; Friedhelm Schwenker (ISCT, 2015)

Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. - Markus Kächele; Patrick Thiam; Mohammadreza Amirian; Philipp Werner; Steffen Walter 001; Friedhelm Schwenker; Günther Palm (EANN, 2015)

SMO Lattices for the Parallel Training of Support Vector Machines. - Markus Kächele; Günther Palm; Friedhelm Schwenker (ESANN, 2015)

Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. - Markus Kächele; Stefanie Rukavina; Günther Palm; Friedhelm Schwenker; Martin Schels (ICPRAM (1), 2015)

Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. - Markus Kächele; Philipp Werner; Ayoub Al-Hamadi; Günther Palm; Steffen Walter 001; Friedhelm Schwenker (MCS, 2015)

Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges. - Markus Kächele; Patrick Thiam; Günther Palm; Friedhelm Schwenker; Martin Schels (AVEC@ACM Multimedia, 2015)

Data fusion for automated pain recognition. - Steffen Walter 001; Sascha Gruss; Harald C. Traue; Philipp Werner; Ayoub Al-Hamadi; Markus Kächele; Friedhelm Schwenker; Adriano de Oliveira Andrade; Gustavo Moreira (PervasiveHealth, 2015)

Fusion Mappings for Multimodal Affect Recognition. - Markus Kächele; Martin Schels; Patrick Thiam; Friedhelm Schwenker (SSCI, 2015)

Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora. - Patrick Thiam; Markus Kächele; Friedhelm Schwenker; Guenther Palm (SSCI, 2015)

Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals. - Mohammadreza Amirian; Markus Kächele; Friedhelm Schwenker (ANNPR, 2016)

Emotion Recognition in Speech with Deep Learning Architectures. - Mehmet Erdal; Markus Kächele; Friedhelm Schwenker (ANNPR, 2016)

Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain. - Viktor Kessler; Markus Kächele; Sascha Meudt; Friedhelm Schwenker; Günther Palm (ANNPR, 2016)

Speeding up k-means by approximating Euclidean distances via block vectors. - Thomas Bottesch; Thomas Bühler; Markus Kächele (ICML, 2016)

Continuous Multimodal Human Affect Estimation using Echo State Networks. - Mohammadreza Amirian; Markus Kächele; Patrick Thiam; Viktor Kessler; Friedhelm Schwenker (AVEC@ACM Multimedia, 2016)

The Influence of Annotation, Corpus Design, and Evaluation on the Outcome of Automatic Classification of Human Emotions. - Markus Kächele; Martin Schels; Friedhelm Schwenker (Frontiers ICT, 2016)

Revisiting the EmotiW challenge: how wild is it really? - Markus Kächele; Martin Schels; Sascha Meudt; Günther Palm; Friedhelm Schwenker (J. Multimodal User Interfaces, 2016)

Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. - Markus Kächele; Patrick Thiam; Mohammadreza Amirian; Friedhelm Schwenker; Günther Palm (IEEE J. Sel. Top. Signal Process., 2016)

Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. - Mohammadreza Amirian; Markus Kächele; Günther Palm; Friedhelm Schwenker (FG, 2017)

Adaptive confidence learning for the personalization of pain intensity estimation systems. - Markus Kächele; Mohammadreza Amirian; Patrick Thiam; Philipp Werner; Steffen Walter 001; Günther Palm; Friedhelm Schwenker (Evol. Syst., 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 (Companion Technology, 2017)

Machine Learning Systems for Multimodal Affect Recognition - Markus Kächele (Springer Vieweg, 2020)

Cluster-based Convolutional Baseline for Multi-Camera Vehicle Re-identification. - Rajat Mehta; Markus Kächele; Didier Stricker; Naim Bajçinca (ICIAP (2), 2022)