Recovery of shapes: Hypermodels and Bayesian learning

Journal of Physics: Conference Series

Volumn 124, Issue , 2008, Pages

  Calvetti, D ^a   Somersalo, E ^b  

^a CASE WESTERN RESERVE UNIVERSITY   (United States)

^b AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

DIFFERENTIAL EQUATIONS; ITERATIVE METHODS;

BAYESIAN; BAYESIAN LEARNING; ITERATIVE ALGORITHM; ITERATIVE SCHEMES; KRYLOV SUBSPACE ITERATION; NUMERICAL ALGORITHMS; SHARP EDGES; TIKHONOV;

INVERSE PROBLEMS;

EID: 65349172935     PISSN: 17426588     EISSN: 17426596     Source Type: Conference Proceeding    
DOI: 10.1088/1742-6596/124/1/012014     Document Type: Article

References (9)

1. Calvetti D, F Sgallari and E Somersalo 2006 Image inpainting and bootstrap priors. Image Vision Computing 24 782-793.
2. Calvetti D and E Somersalo 2007 Microlocal sequential regularization in imaging. Inverse Problems Imaging 1 1-11.
3. Calvetti D and E Somersalo 2007 Gaussian hypermodels and recovery of blocky objects Inverse Problems 23 733-754. (Pubitemid 46453832)
4. Calvetti D and E Somersalo 2007 Introduction to Bayesian Scientific Computing - Ten Lectures on Subjective Computing. (Springer Verlag.)
5. Calvetti D and E Somersalo A unified Bayesian framework for algorithms to recover blocky signals. Advanced Signal Processing Algorithms, Architectures and Implementations XVII Proc. SPIE ed Franklin T Luk Vol. 6697 (SPIE 2007), paper no. 6697-4 (10 pages).
6. Calvetti D and E Somersalo 2007 Hypermodels the Bayesian imaging framework. Submitted.
7. Kaipio J, V Kolehmainen, M Vauhkonen and E Somersalo 1999 Inverse problems with structural prior information. Inverse Problems 15 713-729
8. Kaipio J and E Somersalo 2004 Statistical and Computational Inverse Problems. (Springer Verlag.)
9. Saad Y 2003 Iterative Methods for Sparse Linear Systems (Society for Industrial and Applied Mathematics, Philadelphia, PA.)