Multiframe blind deconvolution, super-resolution, and saturation correction via incremental EM

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 3313-3316

  Harmeling, Stefan ^a   Sra, Suvrit ^a   Hirsch, Michael ^a   Scḧolkopf, Bernhard ^a  

^a MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS   (Germany)

Author keywords

Blind deconvolution; Incremental EM; Multiframe; Saturation; Super resolution

Indexed keywords

BLIND DECONVOLUTION; INCREMENTAL EM; MULTI-FRAME; SATURATION; SUPER RESOLUTION;

ALGORITHMS; CONVOLUTION; IMAGE RECONSTRUCTION; IMAGING SYSTEMS; OPTICAL RESOLVING POWER;

DECONVOLUTION;

EID: 78651090504     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5651650     Document Type: Conference Paper

References (12)

1. S. Harmeling, M. Hirsch, S. Sra, and B. Schölkopf, "Online blind image deconvolution for astronomy," in Proceedings of the IEEE Conference on Computational Photography, 2009.
2. S. Harmeling, Suvrit Sra, Michael Hirsch, and B. Scḧolkopf, "An incremental GEM framework for multiframe blind deconvolution, super-resolution, and saturation correction," Tech. Rep. 187, Max Planck Institute for Biological Cybernetics, November 2009.
3. T. J. Schulz, "Multiframe blind deconvolution of astronomical images.," J. Optical Soc. Amer., vol. 10, pp. 1064-1073, 1993.
4. R. Vio, J. Nagy, L. Tenorio, and W. Wamsteker, "A simple but efficient algorithm for multiple image deblurring," Astron. & Astrophy., vol. 416, no. 1, 2004.
5. R. Vio and W. Wamsteker, "Use of the single-image approach in multiple-image deblurring problems with poissonian noise," Astron. & Astrophy., vol. 439, 2005.
6. B. Anconelli, M. Bertero, P. Boccacci, M. Carbillet, and H. Lanteri, "Restoration of interferometric images - III. Efficient Richardson-Lucy methods for LINC-NIRVANA data reduction," Astron. & Astrophy., vol. 430, no. 2, 2005.
7. N. F. Law and D. T. Nguyen, "Multiple frame projection based blind deconvolution," Electronics Lett., vol. 31, no. 20, 1995.
8. A. Rav-Acha and S. Peleg, "Two motion-blurred images are better than one," Pattern Recognition Lett., vol. 26, no. 3, 2005.
9. J.-F. Cai, H. Ji, C. Liu, and Z. Shen, "Blind motion deblurring using multiple images," J. Comp. Phy, 2009.
10. F. Šroubek, G. Cristobál, and J. Flusser, "A Unified Approach to Superresolution and Multichannel Blind Deconvolution," IEEE Tran. Imag. Proc., 2007.
11. F. Šroubek, G. Cristobál, and J. Flusser, "Simultaneous superresolution and blind deconvolution," Journal of Physics: Conference Series, vol. 124, 2008.
12. R. M. Neal and G. E. Hinton, "A View of the EM Algorithm that Justifies Incremental, Sparse, and Other Variants," in Learning in Graphical Models. MIT press, 1998.