Markus Kächele
Orcid: 0000-0002-5078-4363
According to our database1,
Markus Kächele
authored at least 38 papers
between 2011 and 2022.
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Bibliography
2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
2020
Springer Vieweg, ISBN: 978-3-658-28673-6, 2020
2017
Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems.
Proceedings of the Companion Technology - A Paradigm Shift in Human-Technology Interaction, 2017
Adaptive confidence learning for the personalization of pain intensity estimation systems.
Evol. Syst., 2017
Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2016
Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels.
IEEE J. Sel. Top. Signal Process., 2016
J. Multimodal User Interfaces, 2016
The Influence of Annotation, Corpus Design, and Evaluation on the Outcome of Automatic Classification of Human Emotions.
Frontiers ICT, 2016
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
2015
Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015
Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015
Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity.
Proceedings of the Engineering Applications of Neural Networks, 2015
On the effects of continuous annotation tools and the human factor on the annotation outcome.
Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015), 2015
2014
Using unlabeled data to improve classification of emotional states in human computer interaction.
J. Multimodal User Interfaces, 2014
Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2014
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2014
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014
On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction.
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.
Proceedings of the ICPRAM 2014, 2014
Prosodic, Spectral and Voice Quality Feature Selection Using a Long-Term Stopping Criterion for Audio-Based Emotion Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Cascaded Fusion of Dynamic, Spatial, and Textural Feature Sets for Person-Independent Facial Emotion Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario.
Proceedings of the 2014 workshop on Emotion Representation and Modelling in Human-Computer-Interaction-Systems, 2014
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
Comput. Graph. Forum, 2013
Semi-Supervised Dictionary Learning of Sparse Representations for Emotion Recognition.
Proceedings of the Partially Supervised Learning - Second IAPR International Workshop, 2013
Multi classifier systems and forward backward feature selection algorithms to classify emotional coloured speech.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
2011
Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data.
Proceedings of the Partially Supervised Learning - First IAPR TC3 Workshop, 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011