Sascha Gruss

According to our database, Sascha Gruss authored at least 21 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database.

Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter

J. Vis. Commun. Image Represent., March, 2023

Pain Recognition Differences between Female and Male Subjects: An Analysis based on the Physiological Signals of the X-ITE Pain Database.

Tobias B. Ricken, Peter Bellmann, Sascha Gruss, Hans A. Kestler, Steffen Walter, Friedhelm Schwenker

Proceedings of the International Conference on Multimodal Interaction, 2023

2022

Automatic Recognition Methods Supporting Pain Assessment: A Survey.

Philipp Werner, Daniel Lopez Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, Rosalind W. Picard

IEEE Trans. Affect. Comput., 2022

2021

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database.

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

IEEE Trans. Affect. Comput., 2021

Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database.

Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter

Sensors, 2021

2019

Twofold-Multimodal Pain Recognition with the X-ITE Pain Database.

Philipp Werner, Ayoub Al-Hamadi, Sascha Gruss, Steffen Walter

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2017

Automatic Pain Assessment with Facial Activity Descriptors.

Philipp Werner, Ayoub Al-Hamadi, Kerstin Limbrecht-Ecklundt, Steffen Walter, Sascha Gruss, Harald C. Traue

IEEE Trans. Affect. Comput., 2017

Preliminary classification of cognitive load states in a human machine interaction scenario.

Andreas Oschlies-Strobel, Sascha Gruss, Lucia Jerg-Bretzke, Steffen Walter, Dilana Hazer-Rau

Proceedings of the International Conference on Companion Technology, 2017

2016

"BioVid Emo DB": A multimodal database for emotion analyses validated by subjective ratings.

Lin Zhang, Steffen Walter, Xueyao Ma, Philipp Werner, Ayoub Al-Hamadi, Harald C. Traue, Sascha Gruss

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.

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

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2016

2015

Data fusion for automated pain recognition.

Steffen Walter, Sascha Gruss, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Markus Kächele, Friedhelm Schwenker, Adriano de Oliveira Andrade, Gustavo Moreira

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Emotion Elicitation Using Film Clips: Effect of Age Groups on Movie Choice and Emotion Rating.

Dilana Hazer, Xueyao Ma, Stefanie Rukavina, Sascha Gruss, Steffen Walter, Harald C. Traue

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

Classification analysis for the emotion recognition from psychobiological data.

Lin Zhang, Stefanie Rukavina, Sascha Gruss, Harald C. Traue, Dilana Hazer

Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015), 2015

Relationship between psychological traits and automated classification of pain intensity.

Xueyao Ma, Sascha Gruss, Harald C. Traue, Steffen Walter

Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015), 2015

2014

Automatic Pain Recognition from Video and Biomedical Signals.

Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic heart rate estimation from painful faces.

Philipp Werner, Ayoub Al-Hamadi, Steffen Walter, Sascha Gruss, Harald C. Traue

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

The Impact of Gender and Sexual Hormones on Automated Psychobiological Emotion Classification.

Stefanie Rukavina, Sascha Gruss, Jun-Wen Tan, David Hrabal, Steffen Walter, Harald C. Traue, Lucia Jerg-Bretzke

Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013

The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system.

Steffen Walter, Sascha Gruss, Hagen Ehleiter, Jun-Wen Tan, Harald C. Traue, Stephen Clive Crawcour, Philipp Werner, Ayoub Al-Hamadi, Adriano O. Andrade

Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Towards Pain Monitoring: Facial Expression, Head Pose, a new Database, an Automatic System and Remaining.

Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, Harald C. Traue

Proceedings of the British Machine Vision Conference, 2013

2011

Comparison of subjectively experienced emotions and dispositions in man-machine and man-man scenarios.

Steffen Walter, Cornelia Wendt, Kerstin Limbrecht, Sascha Gruss, Harald C. Traue

Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

2010

EEG: pattern classification during emotional picture processing.

Timo Schuster, Sascha Gruss, Henrik Kessler, Andreas Scheck, Holger Hoffmann, Harald C. Traue

Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010