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Non-parametric natural image matting
2009 16th IEEE International Conference on Image Processing (ICIP), 2009Natural image matting is an extremely challenging image processing problem due to its ill-posed nature. It often requires skilled user interaction to aid definition of foreground and background regions. Current algorithms use these predefined regions to build local foreground and background colour models. In this paper we propose a novel approach which
Sarim, Muhammad +4 more
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An unsupervised and non-parametric bayesian classifier
Pattern Recognition Letters, 2003Summary: We propose here an unsupervised Bayesian classifier based on a non-parametric expectation-maximization algorithm. The non-parametric aspect comes from the use of the orthogonal probability density function estimation, which is reduced to the estimation of the first Fourier coefficients of the pdf with respect to a given orthogonal basis.
Mourad Zribi, Faouzi Ghorbel
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Bivariate Non-parametric Anomaly Detection
2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS), 2014Detecting anomalous traffic with low false alarm rates is of primary interest in IP networks management. In this paper we propose a novel anomaly detection system, based on a combined use of sketches and of a novel bivariate non-parametric detection method.
CALLEGARI, CHRISTIAN +2 more
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An introduction to non-parametric statistics
Analytical Methods, 2013Non-parametric statistical methods, which make fewer assumptions about population error distributions, have perhaps been unjustly neglected in the analytical sciences. A major advantage is that some of them are so simple that they can be used "at the bench."
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To be parametric or non‐parametric, that is the question
BJOG: An International Journal of Obstetrics & Gynaecology, 2020Eric, Van Buren, Amy H, Herring
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A non-parametric model for Ballistocardiography
2014 IEEE Workshop on Statistical Signal Processing (SSP), 2014Yu Yao +3 more
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Non‐parametric tests and ridits
Journal of Periodontal Research, 1974S, Zimmerman, D A, Johnston
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Statistical parametric maps in functional imaging: A general linear approach
Human Brain Mapping, 1994Karl J. Friston +2 more
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