Ryumin Dmitry Alexandrovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2023
Axyonov A.A., Ryumina E.V., Ryumin D.A., Ivanko D.V., Karpov A.A. Neural network-based method for visual recognition of driver’s voice commands using attention mechanism // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2023. vol. 23. no. 4. pp. 767–775.
Ryumin D., Ivanko D., Axyonov A. Cross-Language Transfer Learning Using Visual Information for Automatic Sign Gesture Recognition // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2023. vol. XLVIII. pp. 209–216.
Ivanko D., Ryumina E., Ryumin D., Axyonov A., Kashevnik A., Karpov A. EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition// In Proc. of the 25th International Conference on Speech and Computer SPECOM-2023. Lecture Notes in Computer Science. LNAI. 2023. vol. 14338. pp. 18–31.
Ivanko D., Ryumina E., Ryumin D. Improved Automatic Lip-Reading Based on the Evaluation of Intensity Level of Speaker’s Emotion // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2023. vol. 48. pp. 89–94
2022
Ryumina E., Ryumin D., Markitantov M., Karpov A. A method for generating training data for a protective face mask detection system // Computer Optics. 2022. Vol. 46(4). pp. 603-611.
Axyonov A., Ryumin D., Kashevnik A., Ivanko D., Karpov A. Method for visual analysis of driver's face for automatic lip-reading in the wild // Computer Optics. 2022. Vol. 46(6). pp. 955-962.
Letenkov M.A., Iakovlev R.N., Markitantov M.V., Ryumin D.A., Saveliev A.I., Karpov A.A. Method for Generating Synthetic Images of Masked Human Faces // Scientific Visualization. 2022. No. 14(2). pp. 1-17.