Topological Quantum Image Analysis
George Chapline, Jonathan L DuBois

TL;DR
This paper introduces a novel method for visual image analysis using topological quantum properties, converting optical images into polarized light patterns to generate chiral edge currents in topological insulators.
Contribution
It proposes a new optical quantum information processing technique leveraging topological insulators and polarized squeezed light for image analysis.
Findings
Potential implementation with Bi or Bi-Sb thin films
Use of sub-micron holes for pattern realization
Link between optical patterns and topological edge currents
Abstract
A new approach to analyzing visual images is proposed, based on the idea of converting an optical image into a spatially varying pattern of polarized squeezed light, which is then used to produce a pattern of chiral edge currents in a thin film topological insulator. Thin films of Bi or Bi doped with Sb which are punctured with an array of sub-micron holes may be a way of realizing this kind of optical quantum information processing.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
