| The variational approximation for Bayesian inference DG Tzikas, AC Likas, NP Galatsanos IEEE Signal Processing Magazine 25 (6), 131-146, 2008 | 941 | 2008 |
| Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation NP Galatsanos, AK Katsaggelos IEEE Transactions on image processing 1 (3), 322-336, 1992 | 747 | 1992 |
| A support vector machine approach for detection of microcalcifications I El-Naqa, Y Yang, MN Wernick, NP Galatsanos, RM Nishikawa IEEE transactions on medical imaging 21 (12), 1552-1563, 2002 | 719 | 2002 |
| Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images Y Yang, NP Galatsanos, AK Katsaggelos IEEE transactions on circuits and systems for video technology 3 (6), 421-432, 1993 | 597 | 1993 |
| Projection-based spatially adaptive reconstruction of block-transform compressed images Y Yang, NP Galatsanos, AK Katsaggelos IEEE transactions on image processing 4 (7), 896-908, 1995 | 493 | 1995 |
| Digital watermarking robust to geometric distortions P Dong, JG Brankov, NP Galatsanos, Y Yang, F Davoine IEEE Transactions on Image Processing 14 (12), 2140-2150, 2005 | 376 | 2005 |
| A similarity learning approach to content-based image retrieval: application to digital mammography I El-Naqa, Y Yang, NP Galatsanos, RM Nishikawa, MN Wernick IEEE transactions on medical imaging 23 (10), 1233-1244, 2004 | 362 | 2004 |
| Digital restoration of multichannel images NP Galatsanos, RT Chin IEEE Transactions on Acoustics, Speech, and Signal Processing 37 (3), 415-421, 1989 | 309 | 1989 |
| A spatially constrained mixture model for image segmentation K Blekas, A Likas, NP Galatsanos, IE Lagaris IEEE transactions on Neural Networks 16 (2), 494-498, 2005 | 300 | 2005 |
| Multiple-image radiography MN Wernick, O Wirjadi, D Chapman, Z Zhong, NP Galatsanos, Y Yang, ... Physics in Medicine & Biology 48 (23), 3875, 2003 | 299 | 2003 |
| A variational approach for Bayesian blind image deconvolution AC Likas, NP Galatsanos IEEE transactions on signal processing 52 (8), 2222-2233, 2004 | 266 | 2004 |
| Least squares restoration of multichannel images NP Galatsanos, AK Katsaggelos, RT Chin, AD Hillery IEEE Transactions on Signal Processing 39 (10), 2222-2236, 1991 | 251 | 1991 |
| Scene detection in videos using shot clustering and sequence alignment VT Chasanis, AC Likas, NP Galatsanos IEEE transactions on multimedia 11 (1), 89-100, 2008 | 206 | 2008 |
| A class-adaptive spatially variant mixture model for image segmentation C Nikou, NP Galatsanos, AC Likas IEEE Transactions on Image Processing 16 (4), 1121-1130, 2007 | 204 | 2007 |
| Regularized constrained total least squares image restoration VZ Mesarovic, NP Galatsanos, AK Katsaggelos IEEE Transactions on Image Processing 4 (8), 1096-1108, 1995 | 186 | 1995 |
| Removal of compression artifacts using projections onto convex sets and line process modeling Y Yang, NP Galatsanos IEEE Transactions on Image Processing 6 (10), 1345-1357, 1997 | 185 | 1997 |
| Affine transformation resistant watermarking based on image normalization P Dong, NP Galatsanos Proceedings. International Conference on Image Processing 3, 489-492, 2002 | 183 | 2002 |
| Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images NA Woods, NP Galatsanos, AK Katsaggelos IEEE Transactions on Image Processing 15 (1), 201-213, 2005 | 171 | 2005 |
| Maximum a Posteriori Video Super-Resolution Using a New Multichannel Image Prior SP Belekos, NP Galatsanos, AK Katsaggelos IEEE transactions on image processing 19 (6), 1451-1464, 2010 | 163 | 2010 |
| Variational Bayesian image restoration with a product of spatially weighted total variation image priors G Chantas, NP Galatsanos, R Molina, AK Katsaggelos IEEE transactions on image processing 19 (2), 351-362, 2009 | 163 | 2009 |
Aggelos K KatsaggelosJoseph Cummings Professor of ECE (Courtesy CS and Radiology), Northwestern UniversityVerified email at eecs.northwestern.edu
