Markus Kächele

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 11

Top Topics

Facial Expressions

Emotion Recognition

Top Venues

J. Multimodal User Interfaces

Publications

Rajat Mehta, Markus Kächele, Didier Stricker, Naim Bajçinca
Cluster-based Convolutional Baseline for Multi-Camera Vehicle Re-identification. ICIAP (2) (2022)
Mohammadreza Amirian, Markus Kächele, Günther Palm, Friedhelm Schwenker
Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. FG (2017)
Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker
Adaptive confidence learning for the personalization of pain intensity estimation systems. Evol. Syst. 8 (1) (2017)
Thomas Bottesch, Thomas Bühler, Markus Kächele
Speeding up k-means by approximating Euclidean distances via block vectors. ICML (2016)
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, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm
Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. IEEE J. Sel. Top. Signal Process. 10 (5) (2016)
Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
Continuous Multimodal Human Affect Estimation using Echo State Networks. AVEC@ACM Multimedia (2016)
Mohammadreza Amirian, Markus Kächele, Friedhelm Schwenker
Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals. ANNPR (2016)
Mehmet Erdal, Markus Kächele, Friedhelm Schwenker
Emotion Recognition in Speech with Deep Learning Architectures. ANNPR (2016)
Viktor Kessler, Markus Kächele, Sascha Meudt, Friedhelm Schwenker, Günther Palm
Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain. ANNPR (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)
Patrick Thiam, Markus Kächele, Friedhelm Schwenker, Guenther Palm
Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora. SSCI (2015)
Steffen Walter, Sascha Gruss, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Markus Kächele, Friedhelm Schwenker, Adriano de Oliveira Andrade, Gustavo Moreira
Data fusion for automated pain recognition. PervasiveHealth (2015)
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. EANN (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, Günther Palm, Friedhelm Schwenker
SMO Lattices for the Parallel Training of Support Vector Machines. ESANN (2015)
Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker
Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. MCS (2015)
Markus Kächele, Günther Palm, Friedhelm Schwenker
Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions. MPRSS (2014)
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)
Patrick Thiam, Sascha Meudt, Markus Kächele, Günther Palm, Friedhelm Schwenker
Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. ERM4HCI@ICMI (2014)
Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. ANNPR (2014)
Markus Kächele, Michael Glodek, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker
Fusion of Audio-visual Features using Hierarchical Classifier Systems for the Recognition of Affective States and the State of Depression. ICPRAM (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)
Markus Kächele, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker
Prosodic, Spectral and Voice Quality Feature Selection Using a Long-Term Stopping Criterion for Audio-Based Emotion Recognition. ICPR (2014)
Markus Kächele, Sascha Meudt, Andrej Schwarz, Friedhelm Schwenker
Audio-Visual User Identification in HCI Scenarios. MPRSS (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)
Markus Kächele, Friedhelm Schwenker
Cascaded Fusion of Dynamic, Spatial, and Textural Feature Sets for Person-Independent Facial Emotion Recognition. ICPR (2014)
Markus Kächele, Friedhelm Schwenker
Semi-Supervised Dictionary Learning of Sparse Representations for Emotion Recognition. PSL (2013)
Martin Fuchs, Markus Kächele, Szymon Rusinkiewicz
Design and Fabrication of Faceted Mirror Arrays for Light Field Capture. Comput. Graph. Forum 32 (8) (2013)
Sascha Meudt, Dimitri Zharkov, Markus Kächele, Friedhelm Schwenker
Multi classifier systems and forward backward feature selection algorithms to classify emotional coloured speech. ICMI (2013)
Martin Fuchs, Markus Kächele, Szymon Rusinkiewicz
Design and Fabrication of Faceted Mirror Arrays for Light Field Capture. VMV (2012)
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)
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)