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 methods 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.
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