Sascha Gruss

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 14

Top Topics

Biomedical Signals

Emotion Recognition

Facial Action Units

Top Venues

IEEE Trans. Affect. Comput.

Publications

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 (2023)
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)
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)
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)
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)
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)
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)
Xueyao Ma, Sascha Gruss, Harald C. Traue, Steffen Walter
Relationship between psychological traits and automated classification of pain intensity. ISCT (2015)
Lin Zhang, Stefanie Rukavina, Sascha Gruss, Harald C. Traue, Dilana Hazer
Classification analysis for the emotion recognition from psychobiological data. 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)
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)
Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue
Automatic heart rate estimation from painful faces. ICIP (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)
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)
Timo Schuster, Sascha Gruss, Henrik Kessler, Andreas Scheck, Holger Hoffmann, Harald C. Traue
EEG: pattern classification during emotional picture processing. PETRA (2010)