Eleni Kroupi

Biography

Eleni Kroupi was born in Thessaloniki, Greece, on April 29, 1985. She received her Diploma in Electrical and Computer Engineering from the Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece, in July 2010. From February 2009 until July 2009 she studied at Katholieke Universiteit Leuven, Leuven, Belgium, as an Erasmus student. From November 2009 until June 2010 she performed her Diploma thesis on the Analysis of the Stride Time Series using Fractal Dimension Techniques, at Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland. Since September 2010 she is doctoral assistant in Professor Ebrahimi’s MultiMedia Signal Processing group at Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland. Her research topic is on Multimodal emotion detection using content and physiological signal analysis.

Her research interests include Biomedical Signal and Image Processing, Brain Computer Interfacing, Affective Brain Computer Interfacing, Fractal Analysis and Complexity in Time Series.

 

Personal webpage

Main Publications

E. Kroupi; J.-M. Vesin; T. Ebrahimi : Subject-Independent Odor Pleasantness Classification Using Brain and Peripheral Signals; IEEE Transactions on Affective Computing. 2016. DOI : 10.1109/Taffc.2015.2496310.
E. Kroupi; P. Hanhart; J.-S. Lee; M. Rerabek; T. Ebrahimi : Modeling Immersive Media Experiences by Sensing Impact on Subjects; Multimedia Tools and Applications. 2015. DOI : 10.1007/s11042-015-2980-z.
A.-F. N. M. Perrin; H. Xu; E. Kroupi; M. Rerabek; T. Ebrahimi : Multimodal Dataset for Assessment of Quality of Experience in Immersive Multimedia. 2015. ACMMULTIMEDIA 2015 (ACM MM), Brisbane, Australia, October 26-30, 2015. DOI : 10.1145/2733373.2806387.
F. Ringeval; F. Eyben; E. Kroupi; A. Yuce; J.-P. Thiran et al. : Prediction of Asynchronous Dimensional Emotion Ratings from Audiovisual and Physiological Data; Pattern Recognition Letters. 2015. DOI : 10.1016/j.patrec.2014.11.007.
E. Kroupi; A. Yazdani; J.-M. Vesin; T. Ebrahimi : EEG Correlates of Pleasant and Unpleasant Odor Perception; ACM Transactions on Multimedia Computing, Communications and Applications. 2014. DOI : 10.1145/2637287.
E. Kroupi / T. Ebrahimi (Dir.) : Emotion Detection and Recognition based on Brain and Peripheral Physiological Signals. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6418.
E. Kroupi; D. Sopic; T. Ebrahimi : Non-Linear EEG Features for Odor Pleasantness Recognition. 2014. 6th International Workshop on Quality of Multimedia Experience, Singapore, September 18-20, 2014.
E. Kroupi; P. Hanhart; J.-S. Lee; M. Rerabek; T. Ebrahimi : EEG correlates during video quality perception. 2014. 22nd European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, September 1-5, 2014.
E. Kroupi; J.-M. Vesin; T. Ebrahimi : Implicit Affective Profiling of Subjects based on Physiological Data Coupling; Brain-Computer Interfaces. 2014.
E. Kroupi; P. Hanhart; J.-S. Lee; M. Rerabek; T. Ebrahimi : Predicting Subjective Sensation of Reality During Multimedia Consumption Based on EEG and Peripheral Physiological Signals. 2014. IEEE International Conference on Multimedia and Expo (ICME), Chengdu, China, July 14-18, 2014.
E. Kroupi; P. Hanhart; J.-S. Lee; M. Rerabek; T. Ebrahimi : USER-INDEPENDENT CLASSIFICATION OF 2D VERSUS 3D MULTIMEDIA EXPERIENCES THROUGH EEG AND PHYSIOLOGICAL SIGNALS. 2014. 8th International Workshop on Video Processing and Quality Metrics for Consumer Electronics - VPQM 2014, Chandler, Arizona, USA, January 30-31, 2014.
E. Kroupi; J.-M. Vesin; T. Ebrahimi : Phase-Amplitude Coupling between EEG and EDA while experiencing multimedia content. 2013. 5th Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII 2013), Geneva, Switzerland, September 2-5, 2013.
E. Kroupi; J.-M. Vesin; T. Ebrahimi : Driver-response relationships between frontal EEG and Respiration during affective audiovisual stimuli.. 2013. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13), Osaka, Japan, July 3-7, 2013.
A. Yazdani; E. Kroupi; J.-M. Vesin; T. Ebrahimi : Electroencephalogram Alterations During Perception of Pleasant and Unpleasant Odors. 2012. 4th International Workshop on Quality of Multimedia Experience (Qomex), Yarra Valley, July 5-7,2012.
E. Kroupi; A. Yazdani; J.-M. Vesin; T. Ebrahimi : Multivariate Spectral Analysis for Identifying the Brain Activations During Olfactory Perception. 2012. 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, California, USA, August 28 - September 1, 2012.
E. Kroupi; A. Yazdani; T. Ebrahimi : EEG correlates of different emotional states elicited during watching music videos. 2011. Affective Computing and Intelligent Interaction (ACII), Memphis, Tennessee, USA, October 9-12, 2011.
E. Kroupi; A. Yazdani; J.-M. Vesin; T. Ebrahimi : OCULAR ARTIFACT REMOVAL FROM EEG: A COMPARISON OF SUBSPACE PROJECTION AND ADAPTIVE FILTERING METHODS.. 2011. 19th European Signal Processing Conference, Barcelona, Spain, August 29- September 2, 2011.