2007/10/29 by Y. Becherini, Becherini, Y.
Computer Science · #Anomaly Detection Techniques and Applications #Astrophysics (astro-ph) #FOS: Physical sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques
paper · pdf · doi:10.48550/arxiv.0710.5355
openalex publication_date 2007/10/29 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
The ANTARES Collaboration is building a high-energy neutrino telescope at 2500 m depth in the Mediterranean Sea. The experiment aims to search for high-energy cosmic neutrinos through the detection of Cerenkov light induced by muons and showers resulting from neutrino interactions with the surrounding medium. The detector will consist of a three-dimensional array of 900 optical modules housing photomultipliers. It will be composed of 12 strings, 5 of them being already in operation since January 2007. The muon track is reconstructed from the arrival time and the charge of the signals obtained from the photomultipliers, whose positions are known by means of an acoustic positioning system. The reconstruction strategies include several steps among which there are: optical background filtering, algorithms for first estimations of the track parameters, and a final fit aiming to reach an angular resolution better than 0.3 degree above 10 TeV in the full detector. Different reconstruction strategies will be presented and their application to the present real data analysis will be reviewed.