Cristian Sminchişescu
Domain: Engineering and mechanical sciences and computers
Academic and scientific profile: Research in mathematical modeling, optimisation, and large-scale computational models for artificial intelligence
Research areas and directions:
- Computer vision: three-dimensional reconstruction and visual recognition of articulated and deformable structures. 3d human sensing and holistic scene understanding.
- Machine learning: large-scale weakly- and self-supervised methods, kernel methods, time-models, and deep reinforcement learning.
- Robotics: human-robot interaction, physics methods, active-vision, lifelong learning for integrated perception and action.
- Human vision: computational models of eye movement including saliency methods and scanpath prediction.
Affiliation:
E-mail address: cristian.sminchisescu@imar.ro