The research group has a twofold focus:
- Fundamental mathematical aspects of image formation
- Applied aspects of image processing and analytics.
The synergy between imaging systems and image interpretation is at the forefront of our scientific interest. The team members rely extensively on modern computer vision and deep learning methods, with frequent forays into adjacent disciplines for motivation and new ideas.
Historically, our most impactful discoveries belong to the area of biomedical imaging, with applications in optical microscopy, MRI, X-ray/CT scanners, and others. We have built two laboratories at Skoltech, where students can embed their computational algorithms into the consumer cameras and wearable sensors.