10 April 2007 Using nonparametric statistic methods for identification of structural anomaly boundaries on optical images
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Proceedings Volume 6605, Optical Technologies for Telecommunications 2006; 66050D (2007) https://doi.org/10.1117/12.728486
Event: Optical Technologies for Telecommunications 2006, 2006, Samara, Russian Federation
Abstract
The images analysis method for detecting anomaly and its boundary, based on nonparametric criterion for detection of change point of random fields and postanalysis of statistics, is proposed. The objects to be detected on the images of earth's surface or ocean in a possible mathematical model are represented as relatively large homogeneous adjacent subareas (stochastic textures) with rather smooth boundaries. Properties of nonparametric statistical methods for identification of structural anomaly boundaries on optical images in multivariate change point problem are investigated.
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Nail K. Bakirov, Valeriy K. Bagmanov, Anton E. Kisselev, Albert H. Sultanov, Olimjon Sh. Sharipov, Anatoly N. Startsev, Shakir K. Formanov, "Using nonparametric statistic methods for identification of structural anomaly boundaries on optical images", Proc. SPIE 6605, Optical Technologies for Telecommunications 2006, 66050D (10 April 2007); doi: 10.1117/12.728486; https://doi.org/10.1117/12.728486
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