Pattern recognition in astronomy

Physics

Scientific paper

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Astronomical Photography, Astronomical Photometry, Charge Coupled Devices, Signal To Noise Ratios, Star Distribution, Telescopes, Cameras, Stellar Luminosity, Stellar Physics

Scientific paper

Two simple methods for recognizing bright stellar objects in CCD images are described. A self-learning algorithm for direct recognition and position determination of faint, arbitrarily complex objects is presented. The method of composition with recentering is examined as an alternative method for obtaining long-time images and recognizing patterns. The methods are illustrated with examples, and their applications to amateur astronomy are considered.

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