M.Sc. Dmitrii Fedotov

Research

PhD Thesis

Embedded Aigaion Query

Contextual Time-Continuous Emotion Recognition Based on Neural Networks

Publications

Embedded Aigaion Query 2018

Y. Matsuda, D. Fedotov, Y. Takahashi, Y. Arakawa, K. Yasumoto and W. Minker
EmoTour: Estimating Emotion and Satisfaction of Users Based on Behavioral Cues and Audiovisual Data
Sensors, Vol. 18, Num. 11, November 2018
Link to Document
DOI
Bibtex

Y. Takahashi, Y. Matsuda, D. Fedotov, Y. Arakawa, W. Minker and K. Yasumoto
Analysis of Tourist's Unconscious Gesture Toward Inner State Estimation During Sightseeing
IEICE, Technical Committee on Human Probes (HPB), 2018
Bibtex

D. Fedotov, H. Kaya and A. Karpov
Context Modeling for Cross-corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup
Proceedings of the 20th International Conference on Speech and Computer, SPECOM 2018, 2018
Bibtex

D. Fedotov, D. Ivanko, M. Sidorov and W. Minker
Contextual Dependencies in Time-Continuous Multidimensional Affect Recognition
Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), 2018
Link to Document
Bibtex

Y. Matsuda, D. Fedotov, Y. Takahashi, Y. Arakawa, K. Yasumoto and W. Minker
Estimating User Satisfaction Impact in Cities using Physical Reaction Sensing and Multimodal Dialogue System
Proceedings of the 9th International Workshop On Spoken Dialogue Systems (IWSDS), 2018
Link to Document
Bibtex

H. Kaya, D. Fedotov, A. Yesilkanat, O. Verkholyak, Y. Zhang and A. Karpov
LSTM based Cross-corpus and Cross-task Acoustic Emotion Recognition
Proc. Interspeech 2018, 2018
Bibtex

D. Fedotov, Y. Matsuda, Y. Takahashi, Y. Arakawa, K. Yasumoto and W. Minker
Towards Estimating Emotions and Satisfaction Level of Tourist based on Eye Gaze and Head Movement
Smart Computing (SMARTCOMP), 2018 IEEE International Conference on, 2018
Bibtex

2017

D. Fedotov, M. Sidorov and W. Minker
Context-Awared Models in Time-Continuous Multidimensional Affect Recognition
International Conference on Interactive Collaborative Robotics, 2017
Bibtex

Teaching

Sommersemester 2018 - Benutzerschnittstellen

MSc/BSc Topics

Open Topics

For open topics for Diploma, Master or Bachelor Theses and Studienarbeiten, please come and see me in my office or write an e-mail.

In Progress / Completed

Embedded Aigaion Query 2018

M. aster Thesis
Analysis of emotional context in social networks for guidance systems improvement (Euler program)
2018

M. aster Thesis
End-to-end time-continuous emotion recognition for spontaneous interactions
2018

M. aster Thesis
Visual emotion recognition in the wild at multi-user and group levels
2018

2017

M. aster Thesis
Bayesian optimisation of LSTM networks for emotion recognition (Euler program)
2017

M. aster Thesis
Recurrent neural network models for time-continuous multi-label emotion recognition (Euler program)
2017

Research Assistant