Regularized Bayesian compressed sensing in ultrasound imaging

European Signal Processing Conference

Volumn , Issue , 2012, Pages 2600-2604

  Dobigeon, Nicolas ^a   Basarab, Adrian ^a   Kouamé, Denis ^a   Tourneret, Jean Yves ^a  

^a UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

Bayesian inference; compressed sensing; Markov random field; Ultrasound imaging

Indexed keywords

BAYESIAN IMAGE RECONSTRUCTION; BAYESIAN INFERENCE; BAYESIAN METHODS; BAYESIAN MODEL; BAYESIAN RECONSTRUCTION; BERNOULLI; COMPRESSIVE SENSING; FREQUENCY DOMAINS; GAUSSIAN MODEL; GAUSSIANS; HIERARCHICAL ALGORITHM; IMAGE PIXELS; MARKOV RANDOM FIELDS; MCMC METHOD; POSTERIOR DISTRIBUTIONS; RANDOM SAMPLING; RECONSTRUCTION ERROR; SPATIAL CORRELATIONS; ULTRASOUND IMAGES; ULTRASOUND IMAGING;

ALGORITHMS; BAYESIAN NETWORKS; FREQUENCY DOMAIN ANALYSIS; IMAGE RECONSTRUCTION; INFERENCE ENGINES; RANDOM ERRORS; SIGNAL PROCESSING; ULTRASONICS;

ULTRASONIC IMAGING;

EID: 84869840190     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

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