Sascha Gruss

23 papers A 1B 2Journal 6Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Randomized Modality Mixing with Patchwise RBF Networks for Robust Multimodal Pain Recognition.
Comput.
Mehmet Erdal, Sascha Gruss, Steffen Walter, Friedhelm Schwenker
2024 — conf
ModMix: Data Augmentation for Multimodal Pain Detection.
ICPR (Workshops and Challenges, 5)
Mehmet Erdal, Sascha Gruss, Steffen Walter, Friedhelm Schwenker
2023 J jnl
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database.
J. Vis. Commun. Image Represent.
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
2023 — conf
Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database.
ICMI Companion
Tobias B. Ricken, Peter Bellmann, Sascha Gruss, Hans A. Kestler, Steffen Walter, Friedhelm Schwenker
2022 J jnl
Automatic Recognition Methods Supporting Pain Assessment: A Survey.
IEEE Trans. Affect. Comput.
Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard
2021 J jnl
Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database.
Sensors
Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
2021 J jnl
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database.
IEEE Trans. Affect. Comput.
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
2019 — conf
Twofold-Multimodal Pain Recognition with the X-ITE Pain Database.
ACII Workshops
Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter
2017 J jnl
Automatic Pain Assessment with Facial Activity Descriptors.
IEEE Trans. Affect. Comput.
Philipp Werner, Ayoub Al-Hamadi, Kerstin Limbrecht-Ecklundt, Steffen Walter, Sascha Gruss, Harald C. Traue
2017 — conf
Preliminary classification of cognitive load states in a human machine interaction scenario.
ICCT
Andreas Oschlies-Strobel, Sascha Gruss, Lucia Jerg-Bretzke, Steffen Walter, Dilana Hazer-Rau
2016 — conf
"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings.
SSCI
Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss
2016 — conf
The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.
MPRSS
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
2015 — conf
Classification analysis for the emotion recognition from psychobiological data.
ISCT
Lin Zhang, Stefanie Rukavina, Sascha Gruss, Harald C. Traue, Dilana Hazer
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
Emotion Elicitation Using Film Clips: Effect of Age Groups on Movie Choice and Emotion Rating.
HCI (27)
Dilana Hazer, Xueyao Ma, Stefanie Rukavina, Sascha Gruss, Steffen Walter, Harald C. Traue
2015 — conf
Relationship between psychological traits and automated classification of pain intensity.
ISCT
Xueyao Ma, Sascha Gruss, Harald C. Traue, Steffen Walter
2014 B conf
Automatic Pain Recognition from Video and Biomedical Signals.
ICPR
Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
2014 B conf
Automatic heart rate estimation from painful faces.
ICIP
Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue
2013 — conf
The Impact of Gender and Sexual Hormones on Automated Psychobiological Emotion Classification.
HCI (5)
Stefanie Rukavina, Sascha Gruss, Jun-Wen Tan, David Hrabal, Steffen Walter, Harald C. Traue, Lucia Jerg-Bretzke
2013 — conf
The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system.
CYBCONF
Steffen Walter, Sascha Gruss, Hagen Ehleiter, Jun-Wen Tan, Harald C. Traue, Stephen Clive Crawcour, Philipp Werner, Ayoub Al-Hamadi, Adriano O. Andrade
2013 A conf
Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining.
BMVC
Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue
2011 — conf
Comparison of subjectively experienced emotions and dispositions in man-machine and man-man scenarios.
GI-Jahrestagung
Steffen Walter, Cornelia Wendt, Kerstin Limbrecht, Sascha Gruss, Harald C. Traue
2010 — conf
EEG: pattern classification during emotional picture processing.
PETRA
Timo Schuster, Sascha Gruss, Henrik Kessler, Andreas Scheck, Holger Hoffmann, Harald C. Traue