Ryumin Dmitry Alexandrovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2025
Ivanko Denis, Ryumin Dmitry. Intelligent System for Automatic Bidirectional Sign Language Translation Based on Recognition and Synthesis of Audiovisual and Sign Speech // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences / Proc. PSBB 2025. Moscow, 2025. vol. XLVIII-2/W9-2025. pp. 131–136.
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Ryumina Elena, Ryumin Dmitry, Ivanko Denis. G-MAE: Gesture-aware Masked Autoencoder for Human-Machine Interaction // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences / Proc. PSBB 2025. Moscow, 2025. vol. XLVIII-2/W9-2025. pp. 241–248.
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Ryumina Elena, Markitantov Maxim, Axyonov Alexandr, Ryumin Dmitry, Dolgushin Mikhail, Karpov Alexey. Zero-Shot Multimodal Compound Expression Recognition Approach using Off-the-Shelf Large Visual-Language Models // Proc. IEEE/CVF International Conference on Computer Vision (ICCV 2025) Workshops, 9th ABAW Workshop, USA, 2025. pp. 71–79.
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2024
Ryumina E., Markitantov M., Ryumin D., Kaya H., Karpov A. Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion // IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2024. pp. 4752-4760.
Ryumin D., Axyonov A., Ryumina E., Ivanko D., Kashevnik A., Karpov A. Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems // Expert Systems with Applications. 2024. vol. 252. ID 124159.
Ryumina E., Markitantov M., Ryumin D., Karpov A. OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment // Expert Systems with Applications. 2024. vol. 239. ID 122441.
Ryumina E., Markitantov M., Ryumin D., Karpov A. Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment // Pattern Recognition Letters. 2024. vol. 185. pp. 45-51.