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Filters: Taxonomy Term is Image Restoration
2009
S.D. Babacan, J. Wang, R. Molina, and A.K. Katsaggelos, "Bayesian Blind Deconvolution from Differently Exposed Image Pairs," IEEE International Conference on Image Processing, Cairo, Egypt, November 2009. [Tagged] [XML] [BibTex] 
L. Mancera, S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Image restoration by mixture modelling of an overcomplete linear representation," IEEE International Conference on Image Processing, Cairo, Egypt, November 2009. [Tagged] [XML] [BibTex] 
S. Belekos, N. Galatsanos, S.D. Babacan, and A.K. Katsaggelos, "Maximum a posteriori Super-Resolution of compressed video using a new multichannel image prior," IEEE International Conference on Image Processing, Cairo, Egypt, November 2009. [Tagged] [XML] [BibTex] 
M. Vega, R. Molina, and A.K. Katsaggelos, "L1 Prior Majorization in Bayesian Image Restoration," 16th Int. Conf. on Signal Processing, Santorini, Greece, July 2009. [PDF] [Tagged] [XML] [BibTex] 
S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Variational Bayesian Blind Deconvolution Using a Total Variation Prior," IEEE Transactions on Image Processing, vol. 18, issue 1, pp. 12 - 26, January 2009. [PDF] [Tagged] [XML] [BibTex] 
A.K. Katsaggelos, S.D. Babacan, and C. Tsai, "Iterative Image Restoration," The Essential Guide to Image Processing, A. Bovik, editor: Elsevier, 2009  . [Tagged] [XML] [BibTex] 
2008
S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Parameter Estimation in Total Variation Blind Deconvolution," European Signal Processing Conference 2008 (EUSIPCO'08), Lausanne, Switzerland, August 2008. Abstract [PDF] [Tagged] [XML] [BibTex] 
S.D. Babacan, X. Yin, A.C. Larson, and A.K. Katsaggelos, "Combination of MR Surface Coil Images Using Weighted Constrained Least Squares," IEEE International Conf. on Image Processing 2008, October 2008. Abstract [PDF] [Tagged] [XML] [BibTex] 
S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation," IEEE Transactions on Image Processing, vol. 17, issue 3, pp. 326 - 339, March 2008. [PDF] [Tagged] [XML] [BibTex] 
S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Generalized Gaussian Markov Field Image Restoration Using Variational Distribution Approximation," IEEE International Conf. on Acoustics, Speech, and Signal Processing (ICASSP’08), Las Vegas, Nevada, April 2008. [PDF] [Tagged] [XML] [BibTex] 
2007
S.D. Babacan, R. Molina, and A.K. Katsaggelos, "Total Variation Image Restoration and Parameter Estimation Using Variational Distribution Approximation," International Conference on Image Processing (ICIP’07), San Antonio, USA, September 2007. [PDF] [Tagged] [XML] [BibTex] 
X. Yin, A.K. Katsaggelos, J. Deng, D. Wang, R. Omary, and A. Larson., "Super-resolution for Whole Body Diffusion-Weighted MRI," Joint Annual Meeting ISMRM-ESMRMB, 2007. [PDF] [Tagged] [XML] [BibTex] 
T.E. Bishop, S.D. Babacan, B. Amizic, A.K. Katsaggelos, T. Chan, and R. Molina, "Blind image deconvolution: problem formulation and existing approaches," Blind image deconvolution: theory and applications, P. Campisi and K. Egiazarian, editors: CRC press, 2007  . [Tagged] [XML] [BibTex] 
2006
N.A. Woods, N.P. Galatsanos, and A.K. Katsaggelos, "Stochastic Methods for Joint Registration, Restoration, and Interpolation of Multiple Undersampled Images," IEEE Transactions on Image Processing, vol. 15, issue 1, 201-213, January 2006. [PDF] [Tagged] [XML] [BibTex] 
2003
K.L. May, T. Stathaki, and A.K. Katsaggelos, "Spatially-Adaptive Intensity Bounds for Image Restoration," EURASIP Journal on Applied Signal Processing, vol. 2003, issue 12, 1167-1180, November 2003. [PDF] [Tagged] [XML] [BibTex] 
R. Nakagaki and A.K. Katsaggelos, "A VQ-Based Blind Image Restoration Algorithm," IEEE Trans. Image Processing, vol. 12, issue 9, 1044-1053, September 2003. [PDF] [Tagged] [XML] [BibTex] 
R. Nakagaki and A.K. Katsaggelos, "A VQ-Based Blind Image Restoration Algorithm (in Japanese)," CVIM 7, vol. 44, issue SIG 9, 54-63, July 2003. [PDF] [Tagged] [XML] [BibTex] 
2002
M.C. Hong, T. Stathaki, and A.K. Katsaggelos, "Iterative Regularized Least-Mean Mixed Norm Image Restoration," Optical Engineering, vol. 41, issue 10, 2515-2524, October 2002. [PDF] [Tagged] [XML] [BibTex] 
A. Lopez, J. Mateos, R. Molina, and A.K. Katsaggelos, "SPECT Image Reconstruction Using Compound Prior Models," Int. Journal of Pattern Recognition and Artificial Intelligence, special issue on Advances in Pattern Recognition and Image Analysis, vol. 16, issue 3, 317-330, May 2002. [PDF] [Tagged] [XML] [BibTex] 
2000
R. Molina, A.K. Katsaggelos, J. Mateos, A. Hermoso, and C.A. Segall, "Restoration of Severely Blurred High Range Images using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss-Markov Random Fields," Pattern Recognition, vol. 33, issue 4, 555-571, April 2000. [PDF] [Tagged] [XML] [BibTex] 
1998
R. Molina, A.K. Katsaggelos, J. Mateos, J. Abad, and F.J. Cortijo, "Restauración de imágenes digitales," Novatica, issue 131, 24-28, February 1998. [Tagged] [XML] [BibTex] 
B. Tom, M.G. Kang, M-C. Hong, and A.K. Katsaggelos, "Detection and Removal of Anomalies in Digitized Animation Film," Int. Journal of Imaging Systems and Technology, vol. 9, issue 4, 283-293, 1998  . [Tagged] [XML] [BibTex] 
J. Mateos, "Hierarchical Bayesian Estimation for the Removal of Blocking Artifacts in Block-Compressed Images," Department of Electrical and Computer Engineering, Ph.D. Thesis: University of Granada, 1998  . [Tagged] [XML] [BibTex] 
D.L. Tull, "Regularized Restoration of Partial-Response Distortions in Sporadically Degraded Images," Department of Electrical and Computer Engineering, Ph.D. Thesis: Northwestern University, 1998  . [Tagged] [XML] [BibTex] 
1997
J.W. Woods, S.T. Hsiang, M. Banham, and A.K. Katsaggelos, "RUFK Performance Revisited," IEEE Signal Proc. Magazine, 12-14, November 1997. [Tagged] [XML] [BibTex] 
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