Approximating the synthetic aperture radar image amplitude distribution by finite mixtures

DOI10.3103/S0278641910020056zbMath1253.78052OpenAlexW2040731993MaRDI QIDQ1759081

V. A. Krylov

Publication date: 20 November 2012

Published in: Moscow University Computational Mathematics and Cybernetics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3103/s0278641910020056

zbMATH Keywords

synthetic aperture radarstochastic EM algorithmamplitude distributionmethod of finite mixturesmethod of logarithmic cumulants

Mathematics Subject Classification ID

Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Optimization problems in optics and electromagnetic theory (78M50)

Cites Work

• Mixture Densities, Maximum Likelihood and the EM Algorithm
• Stochastic versions of the em algorithm: an experimental study in the mixture case

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