Steffen Walter

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 20

Top Topics

Human Computer Interaction

Human Recognition

Physiological Signals

Top Venues

IEEE Trans. Affect. Comput.

Publications

Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
Pain Detection in Biophysiological Signals: Knowledge Transfer from Short-Term to Long-Term Stimuli Based on Distance-Specific Segment Selection. Comput. 12 (4) (2023)
Zakia Hammal, Steffen Walter, Nadia Berthouze
Automated Assessment of Pain (AAP). ICMI (2023)
Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard
Automatic Recognition Methods Supporting Pain Assessment: A Survey. IEEE Trans. Affect. Comput. 13 (1) (2022)
Tobias Ricken, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
Pain Detection in Biophysiological Signals: Transfer Learning from Short-Term to Long-Term Stimuli Based on Signal Segmentation. ICPR Workshops (1) (2022)
Patrick Thiam, Viktor Kessler, Mohammadreza Amirian, Peter Bellmann, Georg Layher, Yan Zhang, Maria Velana, Sascha Gruss, Steffen Walter, Harald C. Traue, Daniel Schork, Jonghwa Kim, Elisabeth André, Heiko Neumann, Friedhelm Schwenker
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database. IEEE Trans. Affect. Comput. 12 (3) (2021)
Zakia Hammal, Nadia Berthouze, Steffen Walter
Automated Assessment of Pain. ICMI (2021)
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database. Sensors 21 (9) (2021)
Youssef Wally, Yara Samaha, Ziad Yasser, Steffen Walter, Friedhelm Schwenker
Personalized k-fold Cross-Validation Analysis with Transfer from Phasic to Tonic Pain Recognition on X-ITE Pain Database. ICPR Workshops (6) (2020)
Tobias Ricken, Adrian Steinert, Peter Bellmann, Steffen Walter, Friedhelm Schwenker
Feature Extraction: A Time Window Analysis Based on the X-ITE Pain Database. ANNPR (2020)
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Steffen Walter
Cross-Database Evaluation of Pain Recognition from Facial Video. ISPA (2019)
Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
Twofold-Multimodal Pain Recognition with the X-ITE Pain Database. ACII Workshops (2019)
Philipp Werner, Ayoub Al-Hamadi, Kerstin Limbrecht-Ecklundt, Steffen Walter, Sascha Gruss, Harald C. Traue
Automatic Pain Assessment with Facial Activity Descriptors. IEEE Trans. Affect. Comput. 8 (3) (2017)
Andreas Oschlies-Strobel, Sascha Gruss, Lucia Jerg-Bretzke, Steffen Walter, Dilana Hazer-Rau
Preliminary classification of cognitive load states in a human machine interaction scenario. ICCT (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)
Steffen Walter, Matthias Haase, Andreas Oschlies-Strobel, Lucia Jerg-Bretzke, Harald C. Traue, Kerstin Limbrecht-Ecklundt
Possible applications of companion systems in psychotherapy - perspectives on a new technology. ICCT (2017)
Yan Zhang, Georg Layher, Steffen Walter, Viktor Kessler, Heiko Neumann
Visual Confusion Recognition in Movement Patterns from Walking Path and Motion Energy. ICOST (2017)
Philipp Werner, Ayoub Al-Hamadi, Steffen Walter
Analysis of facial expressiveness during experimentally induced heat pain. ACII Workshops (2017)
Maria Velana, Sascha Gruss, Georg Layher, Patrick Thiam, Yan Zhang, Daniel Schork, Viktor Kessler, Sascha Meudt, Heiko Neumann, Jonghwa Kim, Friedhelm Schwenker, Elisabeth André, Harald C. Traue, Steffen Walter
The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System. MPRSS (2016)
Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss
"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings. SSCI (2016)
Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker
Audio-Visual Recognition of Pain Intensity. MPRSS (2016)
Xueyao Ma, Sascha Gruss, Harald C. Traue, Steffen Walter
Relationship between psychological traits and automated classification of pain intensity. ISCT (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)
Dilana Hazer, Xueyao Ma, Stefanie Rukavina, Sascha Gruss, Steffen Walter, Harald C. Traue
Emotion Elicitation Using Film Clips: Effect of Age Groups on Movie Choice and Emotion Rating. HCI (27) (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)
Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue
Automatic heart rate estimation from painful faces. ICIP (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)
Adriano O. Andrade, Adriano Alves Pereira, Steffen Walter, Rosimary Almeida, Rui Loureiro, Diego Compagna, Peter J. Kyberd
Bridging the gap between robotic technology and health care. Biomed. Signal Process. Control. 10 (2014)
Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
Automatic Pain Recognition from Video and Biomedical Signals. ICPR (2014)
Stefanie Rukavina, Sascha Gruss, Jun-Wen Tan, David Hrabal, Steffen Walter, Harald C. Traue, Lucia Jerg-Bretzke
The Impact of Gender and Sexual Hormones on Automated Psychobiological Emotion Classification. HCI (5) (2013)
Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining. BMVC (2013)
Steffen Walter, Sascha Gruss, Hagen Ehleiter, Jun-Wen Tan, Harald C. Traue, Stephen Clive Crawcour, Philipp Werner, Ayoub Al-Hamadi, Adriano O. Andrade
The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system. CYBCONF (2013)
Ronald Böck, Kerstin Limbrecht-Ecklundt, Ingo Siegert, Steffen Walter, Andreas Wendemuth
Audio-Based Pre-classification for Semi-automatic Facial Expression Coding. HCI (5) (2013)
Steffen Walter, Jonghwa Kim, David Hrabal, Stephen Clive Crawcour, Henrik Kessler, Harald C. Traue
Transsituational Individual-Specific Biopsychological Classification of Emotions. IEEE Trans. Syst. Man Cybern. Syst. 43 (4) (2013)
Ronald Böck, Stefan Glüge, Andreas Wendemuth, Kerstin Limbrecht, Steffen Walter, David Hrabal, Harald C. Traue
Intraindividual and interindividual multimodal emotion analyses in Human-Machine-Interaction. CogSIMA (2012)
Jun-Wen Tan, Steffen Walter, Andreas Scheck, David Hrabal, Holger Hoffmann, Henrik Kessler, Harald C. Traue
Repeatability of facial electromyography (EMG) activity over corrugator supercilii and zygomaticus major on differentiating various emotions. J. Ambient Intell. Humaniz. Comput. 3 (1) (2012)
Jun-Wen Tan, Adriano O. Andrade, Steffen Walter, Hang Li, David Hrabal, Stefanie Rukavina, Kerstin Limbrecht-Ecklundt, Harald C. Traue
On the use of instantaneous mean frequency estimated from the Hilbert spectrum of facial electromyography for differentiating core affects. BMEI (2012)
Holger Hoffmann, Andreas Scheck, Timo Schuster, Steffen Walter, Kerstin Limbrecht, Harald C. Traue, Henrik Kessler
Mapping discrete emotions into the dimensional space: An empirical approach. SMC (2012)
Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Böck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker
Multimodal Emotion Classification in Naturalistic User Behavior. HCI (3) (2011)
Gregor Bertrand, Florian Nothdurft, Wolfgang Minker, Harald C. Traue, Steffen Walter
Adapting Dialogue to User Emotion - A Wizard-of-Oz study for adaptation strategies. IWSDS (2011)
Steffen Walter, Cornelia Wendt, Kerstin Limbrecht, Sascha Gruss, Harald C. Traue
Comparison of subjectively experienced emotions and dispositions in man-machine and man-man scenarios. GI-Jahrestagung (2011)
Jun-Wen Tan, Steffen Walter, Andreas Scheck, David Hrabal, Holger Hoffmann, Henrik Kessler, Harald C. Traue
Facial electromyography (fEMG) activities in response to affective visual stimulation. WACI (2011)
Kseniya Zablotskaya, Umair Rahim, Sergey Zablotskiy, Steffen Walter, Wolfgang Minker
Conversation Peculiarities of People with Different Verbal Intelligence. IWSDS (2011)
Kseniya Zablotskaya, Mohsin Abbas, Sergey Zablotskiy, Steffen Walter, Wolfgang Minker
Measuring Verbal Intelligence Using Linguistic Analysis. Intelligent Environments (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)
Steffen Walter, David Hrabal, Andreas Scheck, Henrik Kessler, Gregor Bertrand, Florian Nothdurft, Wolfgang Minker, Harald C. Traue
Individual emotional profiles in Wizard-of-Oz-experiments. PETRA (2010)
Gregor Bertrand, Florian Nothdurft, Steffen Walter, Andreas Scheck, Henrik Kessler, Wolfgang Minker
Towards Investigating Effective Affective Dialogue Strategies. LREC (2010)
Kseniya Zablotskaya, Steffen Walter, Wolfgang Minker
Speech Data Corpus for Verbal Intelligence Estimation. LREC (2010)