Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Professor
Socials
Publications
2024
Dresvyanskiy D., Markitantov M., Yu J., Kaya H., Karpov A. Multi-modal Arousal and Valence Estimation under Noisy Conditions // IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2024. pp. 4773-4783.
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.
Dresvyanskiy D., Karpov A., Minker W. A Cross-Multi-modal Fusion Approach for Enhanced Engagement Recognition // Lecture Notes in Computer Science, SPECOM-2024. 2024. vol. 15300. pp. 3-17.
Mamontov D., Zepf S., Karpov A., Minker W. Cross-Cultural Automatic Depression Detection Based on Audio Signals // Lecture Notes in Computer Science, SPECOM-2024. 2024. vol. 15299. pp. 309-323.
Karpov A., Delić V. SPECOM 2024 Preface // Proc. 26th International Conference on Speech and Computer (SPECOM). 2024. vol. 15299 / 15300. pp. v-vi.
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.