Computing of hands gestures' informative video features. - Saule Kudubayeva; Dmitry Ryumin; Ainur Sndetbayeva; Yuri Krak (CSIT, 2016)

Towards Automatic Recognition of Sign Language Gestures Using Kinect 2.0. - Dmitry Ryumin; Alexey A. Karpov (HCI (8), 2017)

Using a High-Speed Video Camera for Robust Audio-Visual Speech Recognition in Acoustically Noisy Conditions. - Denis Ivanko; Alexey Karpov 001; Dmitry Ryumin; Irina S. Kipyatkova; Anton I. Saveliev; Victor Budkov; Dmitriy Ivanko; Milos Zelezný (SPECOM, 2017)

Sign Language Numeral Gestures Recognition Using Convolutional Neural Network. - Ivan Gruber; Dmitry Ryumin; Marek Hrúz; Alexey Karpov 001 (ICR, 2018)

Improvements in 3D Hand Pose Estimation Using Synthetic Data. - Jakub Kanis; Dmitry Ryumin; Zdenek Krnoul (ICR, 2018)

Designing Advanced Geometric Features for Automatic Russian Visual Speech Recognition. - Denis Ivanko; Dmitry Ryumin; Alexandr Axyonov; Milos Zelezný (SPECOM, 2018)

Multimodal speech recognition: increasing accuracy using high speed video data. - Denis Ivanko; Alexey Karpov 001; Dmitrii Fedotov; Irina S. Kipyatkova; Dmitry Ryumin; Dmitriy Ivanko; Wolfgang Minker; Milos Zelezný (J. Multimodal User Interfaces, 2018)

Smartphone-Based Driver Support in Vehicle Cabin: Human-Computer Interaction Interface. - Alexey M. Kashevnik; Igor Lashkov; Dmitry Ryumin; Alexey Karpov 001 (ICR, 2019)

Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface. - Ildar Kagirov; Alexey Karpov 001; Irina S. Kipyatkova; Konstantin Klyuzhev; Alexander Kudryavcev; Igor Kudryavcev; Dmitry Ryumin (IDC, 2019)

Human-Robot Interaction with Smart Shopping Trolley Using Sign Language: Data Collection. - Dmitry Ryumin; Denis Ivanko; Alexandr Axyonov; Ildar Kagirov; Alexey Karpov 001; Milos Zelezný (PerCom Workshops, 2019)

Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks. - Ildar Kagirov; Dmitry Ryumin; Alexandr Axyonov (SPECOM, 2019)

Gesture-Based Intelligent User Interface for Control of an Assistive Mobile Information Robot. - Ildar Kagirov; Dmitry Ryumin; Milos Zelezný (ICR, 2020)

TheRuSLan: Database of Russian Sign Language. - Ildar Kagirov; Denis Ivanko; Dmitry Ryumin; Alexander A. Petrovsky; Alexey Karpov 001 (LREC, 2020)

Speaker-Dependent Visual Command Recognition in Vehicle Cabin: Methodology and Evaluation. - Denis Ivanko; Dmitry Ryumin; Alexandr Axyonov; Alexey M. Kashevnik (SPECOM, 2021)

Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin. - Alexey M. Kashevnik; Igor Lashkov; Alexandr Axyonov; Denis Ivanko; Dmitry Ryumin; Artem Kolchin; Alexey Karpov 001 (IEEE Access, 2021)

Medical exoskeleton "Remotion" with an intelligent control system: Modeling, implementation, and testing. - Ildar Kagirov; Alexander Kapustin; Irina S. Kipyatkova; Konstantin Klyuzhev; Alexander Kudryavcev; Igor Kudryavcev; Yury Loskutov; Dmitry Ryumin; Alexey Karpov 001 (Simul. Model. Pract. Theory, 2021)

Visual Speech Recognition in a Driver Assistance System. - Denis Ivanko; Dmitry Ryumin; Alexey M. Kashevnik; Alexandr Axyonov; Alexey Karnov (EUSIPCO, 2022)

MIDriveSafely: Multimodal Interaction for Drive Safely. - Denis Ivanko; Alexey M. Kashevnik; Dmitry Ryumin; Andrey Kitenko; Alexandr Axyonov; Igor Lashkov; Alexey Karpov 001 (ICMI, 2022)

DAVIS: Driver's Audio-Visual Speech recognition. - Denis Ivanko; Dmitry Ryumin; Alexey M. Kashevnik; Alexandr Axyonov; Andrey Kitenko; Igor Lashkov; Alexey Karpov 001 (INTERSPEECH, 2022)

Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. - Maxim Markitantov; Elena Ryumina; Dmitry Ryumin; Alexey Karpov 001 (INTERSPEECH, 2022)

RUSAVIC Corpus: Russian Audio-Visual Speech in Cars. - Denis Ivanko; Alexandr Axyonov; Dmitry Ryumin; Alexey M. Kashevnik; Alexey Karpov 001 (LREC, 2022)

Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. - Elena Ryumina; Dmitry Ryumin; Maxim Markitantov; Heysem Kaya; Alexey Karpov 001 (INTERSPEECH, 2023)

EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition. - Denis Ivanko; Elena Ryumina; Dmitry Ryumin; Alexandr Axyonov; Alexey M. Kashevnik; Alexey Karpov 001 (SPECOM (1), 2023)

Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices. - Dmitry Ryumin; Denis Ivanko; Elena Ryumina (Sensors, 2023)

Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Heysem Kaya; Alexey Karpov 001 (CVPR Workshops, 2024)

Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method. - Alexandr Axyonov; Dmitry Ryumin; Denis Ivanko; Alexey M. Kashevnik; Alexey Karpov 001 (ICASSP, 2024)

OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization. - Elena Ryumina; Dmitry Ryumin; Alexey Karpov 001 (INTERSPEECH, 2024)

OpenAV: Bilingual Dataset for Audio-Visual Voice Control of a Computer for Hand Disabled People. - Denis Ivanko; Dmitry Ryumin; Alexandr Axyonov; Alexey M. Kashevnik; Alexey Karpov 001 (SPECOM (1), 2024)

Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Heysem Kaya; Alexey Karpov 001 (CoRR, 2024)

Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems. - Dmitry Ryumin; Alexandr Axyonov; Elena Ryumina; Denis Ivanko; Alexey M. Kashevnik; Alexey Karpov 001 (Expert Syst. Appl., 2024)

OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Alexey Karpov 001 (Expert Syst. Appl., 2024)

Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Alexey Karpov 001 (Pattern Recognit. Lett., 2024)

Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild. - Walaa Othman; Alexey M. Kashevnik; Ammar Ali; Nikolay Shilov 001; Dmitry Ryumin (Sensors, 2024)

Multi-corpus emotion recognition method based on cross-modal gated attention fusion. - Elena Ryumina; Dmitry Ryumin; Alexandr Axyonov; Denis Ivanko; Alexey Karpov 001 (Pattern Recognit. Lett., 2025)

Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach. - Elena Ryumina; Maxim Markitantov; Alexandr Axyonov; Dmitry Ryumin; Mikhail Dolgushin; Alexey Karpov 001 (CoRR, 2025)