Quantum Computational Machine Vision
A I Lvovsky1, M Filipovich1, K Bearne1, A Duplinskii1
1 Department of Physics, University of Oxford, Oxford, UK
Seminar: S12 — Optical Computing and Neural Networks
Monday, 6 July 2026 · 15:00 – 15:30
Abstract
By treating machine vision and imaging tasks as quantum sensing, we design and train optical neural networks to implement a measurement that extracts information from the incoming light in the most efficient way permitted by quantum mechanics. Applications include quantum ensemble discrimination, object detection and superresolved regression.