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Paper detail

Identification of circles from datapoints using Gaussian sums

We present a pattern recognition method which use datapoints on a plane and estimates the parameters of a circle. MC data are generated in order to test the method's efficiency over noise hits, uncertainty in the hits positions and number of datapoints. The scenario were the hits from a quadrant of the circle are missing is also considered. The method proposed is proven to be robust, accurate and very efficient.

preprint2014arXivOpen access
T. AlexopoulosG. IakovidisS. LeontsinisK. NtekasV. Polychronakos
hep-exphysics.ins-det
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T. AlexopoulosG. IakovidisS. LeontsinisK. NtekasV. Polychronakos

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