Compressive Object Tracking using Entangled Photons
Omar S. Maga\~na-Loaiza, Gregory A. Howland, Mehul Malik, John C., Howell, and Robert W. Boyd

TL;DR
This paper introduces a quantum imaging method using compressive sensing and ghost imaging to track moving objects at low light levels, significantly reducing measurement requirements compared to traditional raster scans.
Contribution
It presents a novel compressive sensing protocol integrated with ghost imaging for efficient, low-light object tracking with fewer measurements and photons.
Findings
Tracks moving objects with less than 3% measurements of raster scan
Operates effectively at low photon levels
Reduces measurement and photon count significantly
Abstract
We present a compressive sensing protocol that tracks a moving object by removing static components from a scene. The implementation is carried out on a ghost imaging scheme to minimize both the number of photons and the number of measurements required to form a quantum image of the tracked object. This procedure tracks an object at low light levels with fewer than 3% of the measurements required for a raster scan, permitting us to more effectively use the information content in each photon.
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.
