Towards Image Synthesis with Photon Counting Stellar Intensity Interferometry
Alessia Spolon, Michele Fiori, Luca Zampieri, Marco Landoni

TL;DR
This paper discusses advancements in stellar intensity interferometry using photon counting techniques, focusing on optimizing data processing pipelines and developing algorithms for high-rate photon data to enable image synthesis.
Contribution
It introduces new methods and pipelines for processing high-rate photon-counting data and demonstrates progress towards image synthesis with photon-counting stellar intensity interferometry.
Findings
Development of optimized pipelines for high photon rate data
Creation of algorithms for cross-correlation of large time series
Progress in preliminary image synthesis pipeline
Abstract
Stellar intensity interferometry (SII) is based on the correlation of the light intensity fluctuations of a star detected at two or more telescopes, with no need to combine the collected photons directly. A measurement of the correlation in full "photon-counting mode" was experimented with fast photon counters in Italy (2016-2020) and is currently being adapted to the ASTRI Mini-Array. Performing image synthesis with "photon-counting" SII requires a series of preparatory activities that involve the optimization of the pipelines for the treatment of time series acquired at extremely high photon rates, the development of efficient and innovative algorithms for the cross-correlation of the arrival times in large time series and the development of a preliminary version of a dedicated pipeline for the synthesis of images starting from interferometric data. Here we present the project and the…
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.
Taxonomy
Topics3D Surveying and Cultural Heritage
