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Efficient Synthesis of Gaussian Filters by Cascaded Uniform Filters

IEEE Transactions on Pattern Analysis and Machine Intelligence, 1986
Gaussian filtering is an important tool in image processing and computer vision. In this paper we discuss the background of Gaussian filtering and look at some methods for implementing it. Consideration of the central limit theorem suggests using a cascade of ``simple'' filters as a means of computing Gaussian filters. Among ``simple'' filters, uniform-
openaire   +2 more sources

Algorithm of Gaussian Sum Filter Based on SGQF for Nonlinear Non-Gaussian Models

International Journal of Control, Automation and Systems, 2021
Sheng Li, Qingwei Chen
exaly  

A Novel Robust Gaussian–Student's t Mixture Distribution Based Kalman Filter

IEEE Transactions on Signal Processing, 2019
Yulong Huang   +2 more
exaly  

Adaptive Gaussian Sum Filter for Nonlinear Bayesian Estimation

IEEE Transactions on Automatic Control, 2011
Gabriel Terejanu   +2 more
exaly  

Gaussian filter for nonlinear systems with correlated noises at the same epoch

Automatica, 2015
Yulong Huang   +2 more
exaly  

A Gaussian‐mixture ensemble transform filter

Quarterly Journal of the Royal Meteorological Society, 2012
Sebastian Reich
exaly  

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