LEAPS-MPS: Developing Novel Imaging Techniques and Limits with Fisher Information-based or Quantum-Inspired Superresolution

NSF Award Search · 01002526DB NSF RESEARCH & RELATED ACTIVIT · $242,300 · view on nsf.gov ↗

Abstract

Under conventional operation, imaging systems like telescopes, microscopes, and cameras all suffer from resolution limits: it is impossible to discern the details of the desired object scene when they become too small. A recent novel imaging scheme, known as modal imaging, has been shown to at least partially circumvent these resolution limits. However, modal imaging comes with limitations that have prevented widespread adoption or replacement of conventional imaging systems. This project analyzes these limitations and proposes novel solutions so that modal imaging’s benefits of improved resolution can be realized across numerous imaging applications. In a parallel vein, this project explores the counter-intuitive notion that imaging systems with aberrations, which are traditionally considered to be purely detrimental to system performance, may have the ability to resolve object scenes more effectively than aberration-free systems. The outcomes of this project will contribute to the advancement of high-resolution imaging, which finds applications in fields that benefit from the ability to accurately characterize, discern, and detect information from complicated object scenes, including the fields of astronomy and biological imaging. Undergraduate students participating in the project will learn to employ computational research strategies, and one student will have the opportunity to work experimentally in an optics laboratory through collaboration with the University of Roch

Key facts

NSF award ID
2532835
Awardee
Adelphi University (NY)
SAM.gov UEI
JT8UHL4E3QM1
PI
Kevin Liang
Primary program
01002526DB NSF RESEARCH & RELATED ACTIVIT
All programs
QUANTUM INFORMATION SCIENCE
Estimated total
$242,300
Funds obligated
$242,300
Transaction type
Standard Grant
Period
08/15/2025 → 07/31/2027