Overcoming registration uncertainty in image super-resolution: Maximize or marginalize?

Eurasip Journal on Advances in Signal Processing

Volumn 2007, Issue , 2007, Pages

  Pickup, Lyndsey C ^a   Capel, David P ^a   Roberts, Stephen J ^a   Zisserman, Andrew ^a  

^a Department of Engineering Science ^*  (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COST FUNCTIONS; GEOMETRY; IMAGING SYSTEMS; PHOTOMETRY; PIXELS; VIDEO SIGNAL PROCESSING; VIDEODISKS;

BAYESIAN INTEGRATION; BLUR; MAP ESTIMATE; MULTIPLE STILLS; MULTIPLE-IMAGE SUPER-RESOLUTION; SUPER-RESOLUTION IMAGE;

IMAGE RESOLUTION;

EID: 34548548730     PISSN: 16876172     EISSN: 16876180     Source Type: Journal    
DOI: 10.1155/2007/23565     Document Type: Article

References (30)

1. M. Irani S. Peleg Super resolution from image sequences. Proceedings of the 10th International Conference on Pattern Recognition (ICPR '90) Atlantic City, NJ, USA 2 1990 115 120
2. A. J. Patti M. I. Sezan A. M. Tekalp Robust methods for high-quality stills from interlaced video in the presence of dominant motion. IEEE Transactions on Circuits and Systems for Video Technology 7 2 1997 328 342
3. Salient Stills http://www.salientstills.com/
4. P. Cheeseman B. Kanefsky R. Kraft J. Stutz R. Hanson G. R. Heidbreder Super-resolved surface reconstruction from multiple images. Maximum Entropy and Bayesian Methods Kluwer Academic Publishers Dordrecht, The Netherlands 1996 293 308
5. R. C. Hardie rhardie@engr.udayton.edu K. J. Barnard E. E. Armstrong Joint MAP registration and high-resolution image estimation using a sequence of undersampled images. IEEE Transactions on Image Processing 6 12 1997 1621 1633
6. M. V. Joshi mvjoshi@ee.iitb.ac.in S. Chaudhuri sc@ee.iitb.ac.in R. Panuganti rajkiran@ee.iitb.ac.in A learning-based method for image super-resolution from zoomed observations. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35 3 2005 527 537
7. D. P. Capel A. Zisserman Automated mosaicing with super-resolution zoom. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '98) Santa Barbara, Calif, USA 1998 885 891
8. Y. Altunbasak A. J. Patti R. M. Mersereau Super-resolution still and video reconstruction from MPEG-coded video. IEEE Transactions on Circuits and Systems for Video Technology 12 4 2002 217 226
9. S. Baker T. Kanade Limits on super-resolution and how to break them. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 9 2002 1167 1183
10. B. Bascle A. Blake A. Zisserman Motion deblurring and super-resolution from an image sequence. Proceedings of the 4th European Conference on Computer Vision (ECCV '96) Cambridge, UK Springer 2 1996 573 582
11. M. Elad elad@hp.technion.ac.il A. Feuer Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images. IEEE Transactions on Image Processing 6 12 1997 1646 1658
12. N. Nguyen P. Milanfar G. Golub Efficient generalized cross-validation with applications to parametric image restoration and resolution enhancement. IEEE Transactions on Image Processing 10 9 2001 1299 1308
13. R. R. Schultz R. L. Stevenson A Bayesian approach to image expansion for improved definition. IEEE Transactions on Image Processing 3 3 1994 233 242
14. D. Robinson dirkr@ee.ucsc.edu P. Milanfar milanfar@ee.ucsc.edu Fundamental performance limits in image registration. IEEE Transactions on Image Processing 13 9 2004 1185 1199
15. M. E. Tipping C. M. Bishop Bayesian image super-resolution. Proceedings of Advances in Neural Information Processing Systems 15 (NIPS '02) Vancouver, British Columbia, Canada 2002 1279 1286
16. S. Borman Topics in multiframe superresolution restoration. University of Notre Dame Notre Dame, Ind, USA 2004
17. S. Borman R. L. Stevenson Simultaneous multi-frame MAP super-resolution video enhancement using spatio-temporal priors. Proceedings of International Conference on Image Processing (ICIP '99) Kobe, Japan 3 1999 469 473
18. D. P. Capel Image Mosaicing and Super-Resolution. Distinguished Dissertations Springer New York, NY, USA 2004
19. S. Farsiu farsiu@ee.ucsc.edu M. Elad elad@cs.technion.ac.il P. Milanfar milanfar@ee.ucsc.edu A practical approach to super-resolution. Proceedings of SPIE Visual Communications and Image Processing San Jose, Calif, USA 6077 2006
20. L. C. Pickup S. J. Roberts A. Zisserman A sampled texture prior for image super-resolution. Proceedings of Advances in Neural Information Processing Systems 16 (NIPS '03) Vancouver, British Columbia, Canada 2004 1587 1594
21. L. C. Pickup D. P. Capel S. J. Roberts A. Zisserman Bayesian image super-resolution, continued. Advances in Neural Information Processing Systems 19 Cambridge, Mass, USA 2006 1089 1096
22. L. C. Pickup S. J. Roberts A. Zisserman Optimizing and learning for super-resolution. Proceedings of the 17th British Machine Vision Conference (BMVC '06) Edinburgh, UK 2006
23. R. I. Hartley A. Zisserman Multiple View Geometry in Computer Vision. 2nd Cambridge University Press Cambridge, UK 2004
24. I. Nabney NETLAB: Algorithms for Pattern Recognition. Springer New York, NY, USA 2002
25. B. Triggs P. F. McLauchlan R. I. Hartley A. W. Fitzgibbon B. Triggs A. Zisserman R. Szeliski Bundle adjustment - a modern synthesis. Proceedings of International Workshop on Vision Algorithms on Vision Algorithms: Theory and Practice Corfu, Greece Lecture Notes in Computer Science 1883 Springer 1999 298 372
26. R. C. Hardie rhardie@engr.udayton.edu K. J. Barnard J. G. Bognar E. E. Armstrong E. A. Watson High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system. Optical Engineering 37 1 1998 247 260
27. S. J. Reeves R. M. Mersereau Blur identification by the method of generalized cross-validation. IEEE Transactions on Image Processing 1 3 1992 301 311
28. R. L. Lagendijk A. M. Tekalp J. Biemond Maximum likelihood image and blur identification: a unifying approach. Optical Engineering 29 5 1990 422 435
29. D. Kundur D. Hatzinakos Blind image deconvolution. IEEE Signal Processing Magazine 13 3 1996 43 64
30. W. T. Freeman T. R. Jones E. C. Pasztor Example-based super-resolution. IEEE Computer Graphics and Applications 22 2 2002 56 65