2 papers
cs.LG2025
Agent-Based Modular Learning for Multimodal Emotion Recognition in Human-Agent Systems
Matvey Nepomnyaschiy, Oleg Pereziabov, Anvar Tliamov +2
Effective human-agent interaction (HAI) relies on accurate and adaptive perception of human emotional states. While multimodal deep learning models - leveraging facial expressions,…
cs.CV2025
Efficient Document Image Dewarping via Hybrid Deep Learning and Cubic Polynomial Geometry Restoration
Valery Istomin, Oleg Pereziabov, Ilya Afanasyev
Camera-captured document images often suffer from geometric distortions caused by paper deformation, perspective distortion, and lens aberrations, significantly reducing OCR accura…