Classification of astronomical images with a neural network

Details Classification of astronomical images with a neural network Classification of astronomical images with a neural network

Jul 1994

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1994ap%26ss.217...49b&link_type=abstract

Astrophysics and Space Science (ISSN 0004-640X), vol. 217, no. 1-2, p. 49-51

Astronomy and Astrophysics

Astronomy

6

Astronomical Photography, Astronomy, Classifications, Galaxies, Image Processing, Neural Nets, Sky Surveys (Astronomy), Stars, Accuracy, Diagrams, Identifying, Morphology, Photographic Plates

Scientific paper

An application of neural networks for the classification of astronomical images is presented. A neural network classifier feeded with basic image parameters is shown to achieve extremely good results in star/galaxy separation. The applicability to very large digital surveys such as Deep Near-Infrared Survey (DENIS) or Two Micron All Sky Survey (2MASS) is discussed.

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