Volume 555, July 2013
|Number of page(s)||7|
|Section||Numerical methods and codes|
|Published online||26 June 2013|
Morphometric analysis in gamma-ray astronomy using Minkowski functionals
Source detection via structure quantification
Erlangen Centre for Astroparticle Physics, Universität
e-mail: email@example.com; firstname.lastname@example.org
2 Institut für Theoretische Physik, Universität Erlangen-Nürnberg, Staudtstr. 7, 91058 Erlangen, Germany
3 DESY, Platanenallee 6, 15738 Zeuthen, Germany
Received: 21 January 2013
Accepted: 18 April 2013
Aims. H.E.S.S. observes an increasing number of large extended sources. A new technique based on the structure of the sky map is developed to account for these additional structures by comparing them with the common point source analysis.
Methods. Minkowski functionals are powerful measures from integral geometry. They can be used to quantify the structure of the counts map, which is then compared with the expected structure of a pure Poisson background. Gamma-ray sources lead to significant deviations from the expected background structure. The standard likelihood ratio method is exclusively based on the number of excess counts and discards all further structure information of large extended sources. The morphometric data analysis incorporates this additional geometric information in an unbiased analysis, i.e., without the need of any prior knowledge about the source.
Results. We have successfully applied our method to data of the H.E.S.S. experiment. The morphometric analysis presented here is dedicated to detecting faint extended sources.
Key words: methods: data analysis / methods: statistical / techniques: image processing / gamma rays: diffuse background
© ESO, 2013
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.