Esther Lin 林詠惠

I am a computational optics researcher developing methods for modelling, optimizing, and scaling optical systems.

I am a 3rd year Computer Science PhD student at the University of Toronto, co-advised by Kyros Kutulakos and David Lindell. My research is generously supported by the SPIE Optical Design and Engineering Scholarship and the NSERC CGS D Scholarship.



Research

Esther Y. H. Lin, Zhecheng Wang, Rebecca Lin, Daniel Miau, Florian Kainz, Jiawen Chen, Cecilia Zhang, David B. Lindell, Kiriakos N. Kutulakos
TPAMI 2025
The lens blur field is a neural representation for modelling optical blur.
Robin Swanson, Esther Y. H. Lin, Masen Lamb, Suresh Sivanandam, Kiriakos N. Kutulakos
ICCV 2025 — Highlight
Leverages a telescope's adaptive-optics system to apply learned micro-shifts that, once fused, boost resolution + SNR without altering hardware or routine operation.
Haitang Yang, Esther Y. H. Lin, Kiriakos N. Kutulakos, George V. Eleftheriades
Optica 2022
A theory for incoherent super-oscillatory image formation generalized to any system of lenses for easy integration with existing microscopic or telescopic modalities.
Haitang Yang, Esther Y. H. Lin, Kiriakos N. Kutulakos, George V. Eleftheriades
ACS Photonics 2021
Design constraints for super-oscillatory point spread functions can be significantly relaxed in an incoherent system with the convolutional-based image formation model.

Experience


Projects

Shooting lasers at thin films and droplets
From my internship at the Max Planck Institute for the Structure of Dynamics Matter, Dr. Dwayne Miller's Atomically Resolved Dynamics group.

Teaching


Fun

Procrastinating at my desk
An ongoing dump for fun projects :)
Coding Club
A collection of drawings and animations my students and I have made in Coding Club @ Richmond City Centre Community Centre.
CAD Models for Imaging
A collection of generic components for rendering optical setups. My brother Sam has a more diverse collection.

and...


Updated Mar 24 2025
Thanks, Rebecca for the template!