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Vasiliki Katsageorgiou

Post Doc
Humanoids & Human Centered Mechatronics
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About

I am currently a PostDoc at the Humanoids & Human Centered Mechatronics (HHCM) Research Line working on Haptics and Teleoperation. I received my MSc. degree in Electrical and Computer Engineering from the Democritus University of Thrace, Xanthi, Greece in 2013 and my Ph.D. in Computer Vision and Machine Learning from the University of Genova, Genoa, Italy in 2017. My Ph.D. research lied on the areas of Artificial Intelligence, Statistical Machine Learning and Computer Vision, with an emphasis on unsupervised data modeling, deep learning, probabilistic graphical models and time-series analysis. I have participated in and currently work on European and national projects.

All Publications
2020
Li G., Del Bianco E., Caponetto F., Katsageorgiou V., Tsagarakis N.G., Sarakoglou I.
A Novel Orientability Index and the Kinematic Design of the RemoT-ARM: A Haptic Master with Large and Dexterous Workspace
Proceedings - IEEE International Conference on Robotics and Automation, pp. 11319-11325
Conference Paper Conference
2020
Li G., Caponetto F., Del Bianco E., Katsageorgiou V., Sarakoglou I., Tsagarakis N.G.
Incomplete Orientation Mapping for Teleoperation with One DoF Master-Slave Asymmetry
IEEE Robotics and Automation Letters, vol. 5, (no. 4), pp. 5167-5174
Article Journal
2019
Beyan C., Katsageorgiou V-M., Murino V.
A Sequential Data Analysis Approach to Detect Emergent Leaders in Small Groups
IEEE Transactions on Multimedia
Article Journal
2018
Katsageorgiou V.-M., Sona D., Zanotto M., Lassi G., Garcia-Garcia C., Tucci V., Murino V.
A novel unsupervised analysis of electrophysiological signals reveals new sleep substages in mice
PLoS Biology, vol. 16, (no. 5)
2018
Sadafi A., Katsageorgiou V.-M., Huang H., Papaleo F., Murino V., Sona D.
Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model
International Conference on Pattern Recognition
Conference Paper Conference