Studies on the theory and algorithms of super-resolution with multiple measurements

Abstract

Due to the diffraction effect, it is well known that it is impossible to reconstruct sources spaced closely enough in practice. There are several related fundamental resolution limit proposed over a century ago, such as Rayleigh limit and Abbe limit. On the other hand, various of techniques are invented to break the resolution limit including super-resolution microscopy and numerical methods. This thesis reviews basic theory and algorithms of topics related to super-resolution and proposes a new perspective of super-resolution.

Date of Award	2021
Original language	English
Awarding Institution	The Hong Kong University of Science and Technology
Supervisor	Hai ZHANG (Supervisor)