Source and Transient Detection Using Data Segmentation

Details Source and Transient Detection Using Data Segmentation Source and Transient Detection Using Data Segmentation

Jul 2007

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2007aipc..921..310s&link_type=abstract

THE FIRST GLAST SYMPOSIUM. AIP Conference Proceedings, Volume 921, pp. 310-314 (2007).

Physics

Gamma-Ray Sources, Gamma-Ray Bursts, X- And Gamma-Ray Telescopes And Instrumentation

Scientific paper

GLAST photon data can be viewed as a set of points in a four dimensional space: position on the sky (2D), time (1D), and energy (1D). Many data analysis problems can be solved by studying the structure of photon density as a function of position in this space. We describe a procedure for detecting and characterizing point and transient sources using an algorithm that estimates the density profile in terms of the best-fitting piecewise constant model in space and time.

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