Statistical imaging and complexity regularization

DOI10.1109/18.857789zbMath1003.94502OpenAlexW2118823201MaRDI QIDQ2705917

Pierre Moulin, Juan Liu

Publication date: 19 March 2001

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/ad3830184d3cf36c31a8b4a164329e992753a8ab

zbMATH Keywords

image compressionimage restorationnonparametric estimationimagingminimum description length principlemaximum-likelihood estimationrate-distortion theorycodebooksill-posed inverse problemsdistortion measurecomplexity-regularized estimation

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Rate-distortion theory in information and communication theory (94A34)

Related Items

Energy Minimization Methods