Colloquium Faculty of Computer Science

21st, February, 16:20 

Speaker: Prof. Dmitry Dylov, head of the Computational Imaging Laboratory, Skoltech

Title: Physics-inspired imaging principles for the benefit of computer vision

Abstract:  In this seminar, I will review some of our recent publications within the scope of using the math of image formation for the benefit of standard computer vision tasks. We will skim through 4 papers, where an optimization task takes into account the trade-off between image quality and the quality of downstream task. The “magic” occurs in the Fourier domain, which helps gain extra performance from your models as well as sheds some light on their interpretability.