Publications
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.
Kipyatkova I., Kagirov I. Analytical Review of Methods for Solving Data Scarcity Issues Regarding Elaboration of Automatic Speech Recognition Systems for Low-Resource Languages // Informatics and Automation. 2022. No. 4 (21). pp. 678-709.
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Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Ryumin D., Lyakso E., Karpov A. Analysis of infoware and software for human affective states recognition // Informatics and Automation. 2022. No. 6 (21). pp. 1097-1144.
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Kosulin K., Karpov A. Methods for audiovisual recognition of people in masks // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 415-432.
Kukharev G., Ryumina E., Shulgin N. Method for generating masks on face images and systems for their recognition // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 547-558.
Axyonov A., Kagirov I., Ryumin D. A method of multimodal machine sign language translation for natural human-computer interaction // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 585-593.
Dvoynikova A. A., Kagirov I. A., Karpov A. A. Analytical review of methods for automatic detection of user engagement in virtual communication // Information and Control Systems. 2022. No. 5(120). pp. 12-22.
Markitantov M., Ryumina E., Ryumin D., Karpov A. Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task // Proceedings of 23rd International Conference INTERSPEECH-2022. Korea. 2022. pp. 1756-1760.
Ivanko D., Ryumin D., Kashevnik A., Axyonov A., Kitenko A., Lashkov I., Karpov A. DAVIS: Driver’s Audio-Visual Speech recognition // Proceedings of 23rd International Conference INTERSPEECH-2022. Korea. 2022. pp. 1141-1142.
Ivanko D., Ryumin D., Kashevnik A., Axyonov A., Karpov A. Visual Speech Recognition in a Driver Assistance System // Proceedings of 30th European Signal Processing Conference EUSIPCO-2022. Belgrade, Serbia. 2022. pp. 1131-1135.
Ivanko D., Axyonov A., Ryumin D., Kashevnik A., Karpov A. RUSAVIC Corpus: Russian Audio-Visual Speech in Cars // Proceedings of 13th Language Resources and Evaluation Conference LREC-2022. France. 2022. pp. 1555-1559.
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Ivanko D., Kashevnik A., Ryumin D., Kitenko A., Axyonov A., Lashkov I., Karpov A. MIDriveSafely: Multimodal Interaction for Drive Safely // Proceedings of 24th ACM International Conference on Multimodal Interaction ICMI-2022. India. 2022. pp. 733-735.
Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Kagirov I., Kipyatkova I., Lyakso E., Karpov A. An analysis of automatic techniques for recognizing human's affective states by speech and multimodal data // Proceedings of 24th International Congress on Acoustics ICA-2022. Korea. 2022. pp. 22-33.