Dmitry Ryumin

41 papers A 4B 3Misc 3Journal 15Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
DEPART: Multi-Task Interpretable Depression and Parkinson's Disease Detection from In-the-Wild Video Data.
Big Data Cogn. Comput.
Elena Ryumina, Alexandr Axyonov, Mikhail Dolgushin, Dmitry Ryumin, Alexey Karpov
2026 J jnl
Team LEYA in 10th ABAW Competition: Multimodal Ambivalence/Hesitancy Recognition Approach.
CoRR
Elena Ryumina, Alexandr Axyonov, Dmitry Sysoev, Timur Abdulkadirov, Kirill Almetov, Yulia Morozova, Dmitry Ryumin
2026 J jnl
Team RAS in 10th ABAW Competition: Multimodal Valence and Arousal Estimation Approach.
CoRR
Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Denis Dresvyanskiy, Alexey Karpov
2025 J jnl
Cross-Lingual Bimodal Emotion Recognition with LLM-Based Label Smoothing.
Big Data Cogn. Comput.
Elena Ryumina, Alexandr Axyonov, Timur Abdulkadirov, Darya Koryakovskaya, Dmitry Ryumin
2025 — conf
CrossMP-SENet: Transformer-Based Cross-Attention for Joint Magnitude-Phase Speech Enhancement.
SPECOM (2)
Alexander Zaburdaev, Denis Ivanko, Dmitry Ryumin
2025 J jnl
Multi-corpus emotion recognition method based on cross-modal gated attention fusion.
Pattern Recognit. Lett.
Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Denis Ivanko, Alexey Karpov
2025 J jnl
Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach.
CoRR
Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov
2025 — conf
Zero-Shot Multimodal Compound Expression Recognition Approach Using Off-the-Shelf Large Visual-Language Models.
ICCVW
Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov
2024 J jnl
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision.
CoRR
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
2024 Misc conf
Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method.
ICASSP
Alexandr Axyonov, Dmitry Ryumin, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov
2024 J jnl
Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems.
Expert Syst. Appl.
Dmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov
2024 J jnl
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment.
Pattern Recognit. Lett.
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
2024 J jnl
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment.
Expert Syst. Appl.
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
2024 A conf
OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization.
INTERSPEECH
Elena Ryumina, Dmitry Ryumin, Alexey Karpov
2024 — conf
OpenAV: Bilingual Dataset for Audio-Visual Voice Control of a Computer for Hand Disabled People.
SPECOM (1)
Denis Ivanko, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov
2024 J jnl
Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild.
Sensors
Walaa Othman, Alexey M. Kashevnik, Ammar Ali, Nikolay Shilov, Dmitry Ryumin
2024 — conf
Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion.
CVPR Workshops
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
2023 J jnl
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices.
Sensors
Dmitry Ryumin, Denis Ivanko, Elena Ryumina
2023 — conf
EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition.
SPECOM (1)
Denis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov
2023 A conf
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech.
INTERSPEECH
Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov
2022 A conf
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task.
INTERSPEECH
Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov
2022 A conf
DAVIS: Driver's Audio-Visual Speech recognition.
INTERSPEECH
Denis Ivanko, Dmitry Ryumin, Alexey M. Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, Alexey Karpov
2022 B conf
MIDriveSafely: Multimodal Interaction for Drive Safely.
ICMI
Denis Ivanko, Alexey M. Kashevnik, Dmitry Ryumin, Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, Alexey Karpov
2022 B conf
RUSAVIC Corpus: Russian Audio-Visual Speech in Cars.
LREC
Denis Ivanko, Alexandr Axyonov, Dmitry Ryumin, Alexey M. Kashevnik, Alexey Karpov
2022 — conf
Visual Speech Recognition in a Driver Assistance System.
EUSIPCO
Denis Ivanko, Dmitry Ryumin, Alexey M. Kashevnik, Alexandr Axyonov, Alexey Karnov
2021 J jnl
Medical exoskeleton "Remotion" with an intelligent control system: Modeling, implementation, and testing.
Simul. Model. Pract. Theory
Ildar Kagirov, Alexander Kapustin, Irina S. Kipyatkova, Konstantin Klyuzhev, Alexander Kudryavcev, Igor Kudryavcev, Yury Loskutov, Dmitry Ryumin, Alexey Karpov
2021 J jnl
Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin.
IEEE Access
Alexey M. Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, Dmitry Ryumin, Artem Kolchin, Alexey Karpov
2021 — conf
Speaker-Dependent Visual Command Recognition in Vehicle Cabin: Methodology and Evaluation.
SPECOM
Denis Ivanko, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik
2020 — conf
Gesture-Based Intelligent User Interface for Control of an Assistive Mobile Information Robot.
ICR
Ildar Kagirov, Dmitry Ryumin, Milos Zelezný
2020 B conf
TheRuSLan: Database of Russian Sign Language.
LREC
Ildar Kagirov, Denis Ivanko, Dmitry Ryumin, Alexander A. Petrovsky, Alexey Karpov
2019 — conf
Human-Robot Interaction with Smart Shopping Trolley Using Sign Language: Data Collection.
PerCom Workshops
Dmitry Ryumin, Denis Ivanko, Alexandr Axyonov, Ildar Kagirov, Alexey Karpov, Milos Zelezný
2019 Misc conf
Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface.
IDC
Ildar Kagirov, Alexey Karpov, Irina S. Kipyatkova, Konstantin Klyuzhev, Alexander Kudryavcev, Igor Kudryavcev, Dmitry Ryumin
2019 — conf
Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks.
SPECOM
Ildar Kagirov, Dmitry Ryumin, Alexandr Axyonov
2019 — conf
Smartphone-Based Driver Support in Vehicle Cabin: Human-Computer Interaction Interface.
ICR
Alexey M. Kashevnik, Igor Lashkov, Dmitry Ryumin, Alexey Karpov
2018 — conf
Designing Advanced Geometric Features for Automatic Russian Visual Speech Recognition.
SPECOM
Denis Ivanko, Dmitry Ryumin, Alexandr Axyonov, Milos Zelezný
2018 — conf
Improvements in 3D Hand Pose Estimation Using Synthetic Data.
ICR
Jakub Kanis, Dmitry Ryumin, Zdenek Krnoul
2018 J jnl
Multimodal speech recognition: increasing accuracy using high speed video data.
J. Multimodal User Interfaces
Denis Ivanko, Alexey Karpov, Dmitrii Fedotov, Irina S. Kipyatkova, Dmitry Ryumin, Dmitriy Ivanko, Wolfgang Minker, Milos Zelezný
2018 — conf
Sign Language Numeral Gestures Recognition Using Convolutional Neural Network.
ICR
Ivan Gruber, Dmitry Ryumin, Marek Hrúz, Alexey Karpov
2017 — conf
Towards Automatic Recognition of Sign Language Gestures Using Kinect 2.0.
HCI (8)
Dmitry Ryumin, Alexey A. Karpov
2017 — conf
Using a High-Speed Video Camera for Robust Audio-Visual Speech Recognition in Acoustically Noisy Conditions.
SPECOM
Denis Ivanko, Alexey Karpov, Dmitry Ryumin, Irina S. Kipyatkova, Anton I. Saveliev, Victor Budkov, Dmitriy Ivanko, Milos Zelezný
2016 Misc conf
Computing of hands gestures' informative video features.
CSIT
Saule Kudubayeva, Dmitry Ryumin, Ainur Sndetbayeva, Yuri Krak