Abstract: The new pattern recognition method is represented that is based on collective solutions by systems of metric regularities. Unlike previous methods based on voting by regularities discussed technique does not include any constraints on geometric shape of regularities. Metric regularities searching is reduced to connected components calculating in special contiguity graph. Methods incorporate statistical validation of found metric regularities with the help of permutation test.

Keywords: pattern recognition, metric regularities, permutation test

ACM Classification Keywords: I.5 Pattern Recognition; I.5.2 Design Methodology – Classifier design and evaluation

Link:

THE ALGORITHM BASED ON METRIC REGULARITIES

Maria Dedovets, Oleg Senko

http://foibg.com/ijita/vol17/ijita17-1-p04.pdf