Dr. techn. Natalia Mathá

Image and video analysis;

Multimedia technologies;

Machine learning.

2018 - 2022: PhD student at University Klagenfurt, Austria;

2016 - 2018: Master student at Petrozavodsk State University, Russia;

2012 - 2016: Bachelor student at Petrozavodsk State University, Russia.

"Evaluation of Relevance-Driven Compression of Regular Cataract Surgery Videos" in proceedings of the IEEE 35th International Symposium on Computer Based Medical Systems (CBMS), 2022.

"Automatic detection of pupil reactions in cataract surgery videos" in PLOS ONE 16(10): e0258390, 2021. DOI: https://doi.org/10.1371/journal.pone.0258390

"Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN" in 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020. DOI: 10.1109/ISBIWorkshops50223.2020.9153367

"Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos" in proceedings of the 26th International Conference on Multimedia Modeling 2020 (MMM2020), 2020. DOI: 10.1007/978-3-030-37734-2_51

"A prototype of Mininet-based system EmStream for emulation of Dynamic Adaptive Streaming over HTTP" in 19th Conference of Open Innovations Association and Seminar on Information Security and Protection of Information Technology (FRUCT-ISPIT), 2016.

Infineon SummerSchool 2020 "Machine Learning - embeded brains" at Infineon, Villach, Ausrtia.

Russian, native

English, professional working

German, limited working