Mohammad Soleymani

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I am a Swiss NSF Ambizione fellow at the Swiss Center for Affective Sciences and CVML laboratory. I am interested in emotion recognition and emotional analysis of multimedia. My current research is about analyzing and building emotion recognition tools based on cognitive appraisal theory. Together with my team, we are also working on studying brain and face inter-modality interaction and emotional analysis in music. I am a member of MediaEval community council and a member of Executive Committee for the AAAC. I am also a member of ACM SIGMM and the IEEE.

Team

  • Anna Aljanaki, Postdoctoral researcher
  • Soheil Rayatdoost, PhD student in Computer Science
  • Stan Blachut, MSc student in Neurosciences
  • Manuel Ogi, Research assistant

Biography

Mohammad Soleymani received his PhD in computer science from the University of Geneva, Switzerland in 2011. From 2012 to 2014, he was a Marie Curie Fellow at the intelligent Behaviour Understanding Group (iBUG), Imperial College London, where he conducted research on sensor-based and implicit emotional tagging. He is currently a Swiss NSF Ambizione fellow at the University of Geneva, Switzerland. His research interests include affective computing, multimedia information retrieval, and multimodal interactions. He is one of the founding organizers of the MediaEval benchmarking campaign. He has served as a guest editor for the IEEE Transactions on Affective Computing, Image and Vision Computing and Journal of Multimodal User Interfaces. He is an associate editor for the IEEE Transactions on Affective Computing and the program chair for ACII 2017. He has also served as an area chair, program committee member and reviewer for multiple conferences and workshops including ACM MM, ACM ICMI, ISMIR and IEEE ICME.

Community service and recent activities

Organization and committee membership

 

Editorship

  • Associate editor for IEEE Transactions on Affective Computing (TAC).
  • Guest editor for the special Issue on Multimodal Sentiment analysis and Mining in the Wild (Image and Vision Computing).
  • Guest editor for the special Issue on Advances in Affective Analysis in Multimedia, IEEE Transactions on Affective Computing (TAC) (published in 2015).
  • Guest editor for the special issue on the best of ACII 2013 in Intractions, Journal on Multimodal User Interfaces, Springer (published in 2015).

Community service

Occasional reviewer for: Human-Computer Interaction, IEEE Trans. Multimedia, Int. Journal of Human-Computer Studies, Image and Vision Computing, IEEE Trans. Affective Computing, IEEE Trans. Systems, Man and Cybernetics–Part B, IEEE Trans. Human Machine Systems, ACM TOMCCAP, Neurocomputing, Artificial Intelligence in Medicine, Int'l Journal of Synthetic Emotions, User Modeling and User-Adapted Interaction, PLOS One, IEEE Trans. Selected topics in signal processing, IEEE Signal Processing Letters, IEEE Trans. Circuits and Systems for Video Technology, EURASIP Journal on Image and Video Processing.

PC memberships:   ACM UMAP'17, ICME'17, IUI'17, IEEE FG'17, ACM UMAP'16, IJCAI'16, IEEE ICME'16, Multimodal Machine Learning workshop 2015, CBMI'15, ACM MMSys'15, IEEE ICME'15, EmoSPACE'15, Workshop on Personality and Affect in Multimedia Retrieval '15, ACM MM'14, IEEE ICME'14, CrowdRec'13, Workshop on Social Behaviour Analysis (SBA-2013), ACM MM'13, IEEE SMC 2012&13, Wokrshop on Emotions and Personality in Personalized Services, UMAP 2013, IEEE ICME'13, AMC MM Sys'13, Workshop on Social Media for Human Computation (SOHuman) , 2012-2014, Workshop on Personalized Access to Cultural Heritage (PATCH 2012), ACM MM'12,Workshop on Crowdsourcing for Multimedia, ACM MM'12, Workshop on Social Media for Human Computation,IEEE Social Com., 2012.

Databases and resources

GIF interestingness database (ACM MM 2016)
Visual Interest database - 1005 images from Flickr with interest and emotional ratings + workers' personality traits (ACM MM 2015 short paper)

Emotion in Music or 1000 songs (Mediaeval 2013)

MAHNOB HCI Impilcit tagging database

(DEAP) A database for emotion analysis using EEG, physiological signals and video

Violent scenes in movies (Mediaeval 2011 and 2012)

A comprehensive list of my publications can be found at my google scholar profile.

Contact

Swiss Center for Affective Sciences
Campus Biotech
chmein des mines 9
CISA – University of Geneva
CH - 1211 Genève 20

Department of Computer Science
CVML-CUI, Battelle Bat. A
Rte de Drize 7
CH-1227 Carouge (GE)
Switzerland

Email: mohammad.soleymani@unige.ch

Phone: +41 22 379 0185