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2020 – today
- 2023
[j5]Ehsan Othman
, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter:
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database. J. Vis. Commun. Image Represent. 91: 103743 (2023)- [c16]Tobias B. Ricken, Peter Bellmann, Sascha Gruss, Hans A. Kestler, Steffen Walter, Friedhelm Schwenker:
Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database. ICMI Companion 2023: 121-130 - 2022
- [j4]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): 530-552 (2022) - 2021
- [j3]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): 3273 (2021) - [j2]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): 743-760 (2021)
2010 – 2019
- 2019
- [c15]Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter:
Twofold-Multimodal Pain Recognition with the X-ITE Pain Database. ACII Workshops 2019: 290-296 - 2017
- [j1]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): 286-299 (2017) - [c14]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: 1-5 - 2016
- [c13]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: 127-139 - [c12]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: 1-6 - 2015
- [c11]Xueyao Ma, Sascha Gruss, Harald C. Traue, Steffen Walter:
Relationship between psychological traits and automated classification of pain intensity. ISCT 2015: 49-55 - [c10]Lin Zhang, Stefanie Rukavina, Sascha Gruss, Harald C. Traue, Dilana Hazer:
Classification analysis for the emotion recognition from psychobiological data. ISCT 2015: 149-154 - [c9]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: 110-116 - [c8]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: 261-264 - 2014
- [c7]Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue:
Automatic heart rate estimation from painful faces. ICIP 2014: 1947-1951 - [c6]Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue:
Automatic Pain Recognition from Video and Biomedical Signals. ICPR 2014: 4582-4587 - 2013
- [c5]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 - [c4]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: 128-131 - [c3]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: 474-482 - 2011
- [c2]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: 237 - 2010
- [c1]Timo Schuster, Sascha Gruss, Henrik Kessler, Andreas Scheck, Holger Hoffmann, Harald C. Traue:
EEG: pattern classification during emotional picture processing. PETRA 2010
Coauthor Index
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