19 August 1997 Application of the Kolmogorov-Smirnov test for the recognition of gray-scale templates
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Abstract
In this work we present the application of the Kolmogorov- Smirnov binary-domain measure of similarity to grey scale targets. This generalization consist of the generation of a template by thresholding the target. The threshold level is selected according to an optimality criterion with respect to a metric of performance of the detection algorithm. We examine the reduction of the computation time of the algorithm and its noise robustness, and finally we show an example of application.
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Josep Ferre-Borrull, Josep Ferre-Borrull, Santiago Vallmitjana, Santiago Vallmitjana, Salvador Bosch, Salvador Bosch, Xavier Fernandez, Xavier Fernandez, } "Application of the Kolmogorov-Smirnov test for the recognition of gray-scale templates", Proc. SPIE 3101, New Image Processing Techniques and Applications: Algorithms, Methods, and Components II, (19 August 1997); doi: 10.1117/12.281268; https://doi.org/10.1117/12.281268
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