Ryumina Elena Vitalevna
Position
Junior researcher
Qualification
PhD student
Socials
Publications
2021
Ryumina E., Ryumin D., Ivanko D., Karpov A. A novel method for protective face mask detection using convolutional neural networks and image histograms // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Moscow. 2021. Vol. XLIV-2/W1-2021. pp. 177–182.
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Ryumina E.V., Dresvyanskiy D.V. Affecting of learning rate schedules on the efficiency of facial emotion recognition systems. // Almanac of scientific works of young scientists of ITMO University. 2021, vol. 3. pp. 174-180
2020
Ryumina E., Karpov A. Analytical review of methods for emotion recognition by human face expressions // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2020. Vol. 20. No. 2. pp. 163–176.
Ryumina E., Karpov A. Comparative analysis of methods for imbalance elimination of emotion classes in video data of facial expressions // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2020. Vol. 20. No. 5. pp. 683-691.
Ryumina E., Karpov A. Facial Expression Recognition using Distance Importance Scores Between Facial Landmarks // CEUR Workshop Proceedings, 30th International Conference on Computer Graphics and Machine Vision GraphiCon-2020, vol. 2744, 2020, paper 32.
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Ryumina E. A method for extracting informative video features for emotion recognition // Almanac of scientific works of ITMO University young scientists. 2020, vol. 3. pp. 151-155.
Axyonov A., Ryumina E. Analytical review of modern methods of face detection // Almanac of scientific works of ITMO University young scientists. 2020, vol. 3. pp. 12-19.