| In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study E Ryumina, D Dresvyanskiy, A Karpov Neurocomputing 514, 435-450, 2022 | 39 | 2022 |
| Audio-visual speech and gesture recognition by sensors of mobile devices D Ryumin, D Ivanko, E Ryumina Sensors 23 (4), 2284, 2023 | 31 | 2023 |
| A novel method for protective face mask detection using convolutional neural networks and image histograms E Ryumina, D Ryumin, D Ivanko, A Karpov The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021 | 27 | 2021 |
| End-to-end modeling and transfer learning for audiovisual emotion recognition in-the-wild D Dresvyanskiy, E Ryumina, H Kaya, M Markitantov, A Karpov, W Minker Multimodal Technologies and Interaction 6 (2), 11, 2022 | 23 | 2022 |
| Analytical review of methods for emotion recognition by human face expressions V Ryumina Elena Journal Scientific and Technical Of Information Technologies, Mechanics and …, 2020 | 23* | 2020 |
| An audio-video deep and transfer learning framework for multimodal emotion recognition in the wild D Dresvyanskiy, E Ryumina, H Kaya, M Markitantov, A Karpov, W Minker arXiv preprint arXiv:2010.03692, 2020 | 22 | 2020 |
| Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition E Ryumina, O Verkholyak, A Karpov Proc. Interspeech 2021, 3690-3694, 2021 | 13 | 2021 |
| Facial Expression Recognition using Distance Importance Scores Between Facial Landmarks E Ryumina, A Karpov Graphicon, CEUR Workshop Proceedings 2744, 1-10, 2020 | 12 | 2020 |
| Analytical review of audiovisual systems for determining personal protective equipment on a person's face AA Dvoynikova, MV Markitantov, EV Ryumina, DA Ryumin, AA Karpov Informatics and Automation 20 (5), 1116-1152, 2021 | 10* | 2021 |
| Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task M Markitantov, E Ryumina, D Ryumin, A Karpov Proc. Interspeech 2022, 1756-1760, 2022 | 9 | 2022 |
| Comparative analysis of methods for imbalance elimination of emotion classes in video data of facial expressions V Ryumina Elena Journal Scientific and Technical Of Information Technologies, Mechanics and …, 2020 | 7* | 2020 |
| A method for generating training data for a protective face mask detection system EV Ryumina, DA Ryumin, MV Markitantov, AA Karpov Computer Optics 46 (4), 603-611, 2022 | 5* | 2022 |
| Emotional speech recognition based on lip-reading E Ryumina, D Ivanko International Conference on Speech and Computer, 616-625, 2022 | 4 | 2022 |
| Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech O Verkholyak, D Dresvyanskiy, A Dvoynikova, D Kotov, E Ryumina, ... Proc. Interspeech 2021, 481-485, 2021 | 4 | 2021 |
| Multimodal personality traits assessment (MuPTA) corpus: the impact of spontaneous and read speech E Ryumina, D Ryumin, M Markitantov, H Kaya, A Karpov Proceedings of ISCA International Conference INTERSPEECH, 4049-4053, 2023 | 2 | 2023 |
| Impact of Visual Modalities in Multimodal Personality and Affective Computing EV Ryumina, AA Karpov The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2023 | 2 | 2023 |
| Analysis of infoware and software for human affective states recognition AA Dvoynikova, MV Markitantov, EV Ryumina, MY Uzdyaev, AN Velichko, ... Informatics and Automation 21 (6), 1097-1144, 2022 | 2 | 2022 |
| Multi-Corpus Learning for Audio–Visual Emotions and Sentiment Recognition E Ryumina, M Markitantov, A Karpov Mathematics 11 (16), 3519, 2023 | 1 | 2023 |
| OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment E Ryumina, M Markitantov, D Ryumin, A Karpov Expert Systems with Applications 239, 122441, 2024 | | 2024 |
| Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision E Ryumina, M Markitantov, D Ryumin, H Kaya, A Karpov arXiv preprint arXiv:2403.12687, 2024 | | 2024 |
Alexey Karpov (Алексей Карпов)St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (СПИИРАН)Verified email at iias.spb.su
