Markus Kächele

39 papers A* 1B 5C 2Journal 6Unranked 23

Year	Rank	Type	Title / Venue / Authors
2022	—	`conf`	Cluster-based Convolutional Baseline for Multi-Camera Vehicle Re-identification. ICIAP (2) Rajat Mehta, Markus Kächele, Didier Stricker, Naim Bajçinca
2020	—	`book`	Machine Learning Systems for Multimodal Affect Recognition Markus Kächele
2017	J	`jnl`	Adaptive confidence learning for the personalization of pain intensity estimation systems. Evol. Syst. Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner, Steffen Walter, Günther Palm, Friedhelm Schwenker
2017	—	`ch.`	Multimodal Affect Recognition in the Context of Human-Computer Interaction for Companion-Systems. Companion Technology Friedhelm Schwenker, Ronald Böck, Martin Schels, Sascha Meudt, Ingo Siegert, Michael Glodek, Markus Kächele, Miriam Schmidt-Wack, Patrick Thiam, Andreas Wendemuth, Gerald Krell
2017	B	`conf`	Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. FG Mohammadreza Amirian, Markus Kächele, Günther Palm, Friedhelm Schwenker
2016	—	`conf`	Continuous Multimodal Human Affect Estimation using Echo State Networks. AVEC@ACM Multimedia Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2016	—	`conf`	Emotion Recognition in Speech with Deep Learning Architectures. ANNPR Mehmet Erdal, Markus Kächele, Friedhelm Schwenker
2016	—	`conf`	Machine Learning Driven Heart Rate Detection with Camera Photoplethysmography in Time Domain. ANNPR Viktor Kessler, Markus Kächele, Sascha Meudt, Friedhelm Schwenker, Günther Palm
2016	J	`jnl`	Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels. IEEE J. Sel. Top. Signal Process. Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Friedhelm Schwenker, Günther Palm
2016	J	`jnl`	Revisiting the EmotiW challenge: how wild is it really? J. Multimodal User Interfaces Markus Kächele, Martin Schels, Sascha Meudt, Günther Palm, Friedhelm Schwenker
2016	A*	`conf`	Speeding up k-means by approximating Euclidean distances via block vectors. ICML Thomas Bottesch, Thomas Bühler, Markus Kächele
2016	J	`jnl`	The Influence of Annotation, Corpus Design, and Evaluation on the Outcome of Automatic Classification of Human Emotions. Frontiers ICT Markus Kächele, Martin Schels, Friedhelm Schwenker
2016	—	`conf`	Using Radial Basis Function Neural Networks for Continuous and Discrete Pain Estimation from Bio-physiological Signals. ANNPR Mohammadreza Amirian, Markus Kächele, Friedhelm Schwenker
2015	—	`conf`	Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. MCS Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker
2015	—	`conf`	Data fusion for automated pain recognition. PervasiveHealth Steffen Walter, Sascha Gruss, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Markus Kächele, Friedhelm Schwenker, Adriano de Oliveira Andrade, Gustavo Moreira
2015	—	`conf`	Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges. AVEC@ACM Multimedia Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker, Martin Schels
2015	—	`conf`	Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora. SSCI Patrick Thiam, Markus Kächele, Friedhelm Schwenker, Guenther Palm
2015	—	`conf`	Fusion Mappings for Multimodal Affect Recognition. SSCI Markus Kächele, Martin Schels, Patrick Thiam, Friedhelm Schwenker
2015	C	`conf`	Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. EANN Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm
2015	—	`conf`	On the effects of continuous annotation tools and the human factor on the annotation outcome. ISCT Viktor Kessler, Martin Schels, Markus Kächele, Guenther Palm, Friedhelm Schwenker
2015	—	`conf`	Paradigms for the Construction and Annotation of Emotional Corpora for Real-world Human-Computer-Interaction. ICPRAM (1) Markus Kächele, Stefanie Rukavina, Günther Palm, Friedhelm Schwenker, Martin Schels
2015	B	`conf`	SMO Lattices for the Parallel Training of Support Vector Machines. ESANN Markus Kächele, Günther Palm, Friedhelm Schwenker
2014	—	`conf`	A New Multi-class Fuzzy Support Vector Machine Algorithm. ANNPR Friedhelm Schwenker, Markus Frey, Michael Glodek, Markus Kächele, Sascha Meudt, Martin Schels, Miriam Schmidt
2014	—	`conf`	Audio-Visual User Identification in HCI Scenarios. MPRSS Markus Kächele, Sascha Meudt, Andrej Schwarz, Friedhelm Schwenker
2014	B	`conf`	Cascaded Fusion of Dynamic, Spatial, and Textural Feature Sets for Person-Independent Facial Emotion Recognition. ICPR Markus Kächele, Friedhelm Schwenker
2014	—	`conf`	Detection of Emotional Events utilizing Support Vector Methods in an Active Learning HCI Scenario. ERM4HCI@ICMI Patrick Thiam, Sascha Meudt, Markus Kächele, Günther Palm, Friedhelm Schwenker
2014	C	`conf`	Fusion of Audio-visual Features using Hierarchical Classifier Systems for the Recognition of Affective States and the State of Depression. ICPRAM Markus Kächele, Michael Glodek, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker
2014	—	`conf`	Inferring Depression and Affect from Application Dependent Meta Knowledge. AVEC@MM Markus Kächele, Martin Schels, Friedhelm Schwenker
2014	—	`conf`	Majority-Class Aware Support Vector Domain Oversampling for Imbalanced Classification Problems. ANNPR Markus Kächele, Patrick Thiam, Günther Palm, Friedhelm Schwenker
2014	—	`conf`	Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions. MPRSS Markus Kächele, Günther Palm, Friedhelm Schwenker
2014	—	`conf`	On Annotation and Evaluation of Multi-modal Corpora in Affective Human-Computer Interaction. MA3HMI@INTERSPEECH Markus Kächele, Martin Schels, Sascha Meudt, Viktor Kessler, Michael Glodek, Patrick Thiam, Stephan Tschechne, Günther Palm, Friedhelm Schwenker
2014	B	`conf`	Prosodic, Spectral and Voice Quality Feature Selection Using a Long-Term Stopping Criterion for Audio-Based Emotion Recognition. ICPR Markus Kächele, Dimitri Zharkov, Sascha Meudt, Friedhelm Schwenker
2014	J	`jnl`	Using unlabeled data to improve classification of emotional states in human computer interaction. J. Multimodal User Interfaces Martin Schels, Markus Kächele, Michael Glodek, David Hrabal, Steffen Walter, Friedhelm Schwenker
2013	J	`jnl`	Design and Fabrication of Faceted Mirror Arrays for Light Field Capture. Comput. Graph. Forum Martin Fuchs, Markus Kächele, Szymon Rusinkiewicz
2013	B	`conf`	Multi classifier systems and forward backward feature selection algorithms to classify emotional coloured speech. ICMI Sascha Meudt, Dimitri Zharkov, Markus Kächele, Friedhelm Schwenker
2013	—	`conf`	Semi-Supervised Dictionary Learning of Sparse Representations for Emotion Recognition. PSL Markus Kächele, Friedhelm Schwenker
2012	—	`conf`	Design and Fabrication of Faceted Mirror Arrays for Light Field Capture. VMV Martin Fuchs, Markus Kächele, Szymon Rusinkiewicz
2011	—	`conf`	Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data. PSL Martin Schels, Markus Kächele, David Hrabal, Steffen Walter, Harald C. Traue, Friedhelm Schwenker
2011	—	`conf`	Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. ACII (2) Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kächele, Miriam Schmidt, Heiko Neumann, Günther Palm, Friedhelm Schwenker