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Aggelos K Katsaggelos
Aggelos K Katsaggelos
Joseph Cummings Professor of ECE (Courtesy CS and Radiology), Northwestern University
Verified email at eecs.northwestern.edu - Homepage
Title
Cited by
Cited by
Year
Digital image restoration
MR Banham, AK Katsaggelos
IEEE signal processing magazine 14 (2), 24-41, 1997
14641997
Hybrid image segmentation using watersheds and fast region merging
K Haris, SN Efstratiadis, N Maglaveras, AK Katsaggelos
IEEE Transactions on image processing 7 (12), 1684-1699, 1998
11321998
Bayesian compressive sensing using Laplace priors
SD Babacan, R Molina, AK Katsaggelos
IEEE Transactions on image processing 19 (1), 53-63, 2009
8262009
Error resilient video coding techniques
Y Wang, S Wenger, J Wen, AK Katsaggelos
IEEE signal processing magazine 17 (4), 61-82, 2000
7322000
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
7291992
Digital image restoration
AK Katsaggelos
Springer-Verlag, 1991
7181991
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
6021993
Video super-resolution with convolutional neural networks
A Kappeler, S Yoo, Q Dai, AK Katsaggelos
IEEE transactions on computational imaging 2 (2), 109-122, 2016
5802016
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
4941995
Using deep neural networks for inverse problems in imaging: beyond analytical methods
A Lucas, M Iliadis, R Molina, AK Katsaggelos
IEEE Signal Processing Magazine 35 (1), 20-36, 2018
4702018
A regularized iterative image restoration algorithm
AK Katsaggelos, J Biemond, RW Schafer, RM Mersereau
IEEE Transactions on Signal Processing 39 (4), 914-929, 1991
4591991
Iterative image restoration algorithms
AK Katsaggelos
Optical engineering 28 (7), 735-748, 1989
4461989
Noise reduction filters for dynamic image sequences: A review
JC Brailean, RP Kleihorst, S Efstratiadis, AK Katsaggelos, RL Lagendijk
Proceedings of the IEEE 83 (9), 1272-1292, 1995
3791995
General choice of the regularization functional in regularized image restoration
MG Kang, AK Katsaggelos
IEEE Transactions on Image Processing 4 (5), 594-602, 1995
3471995
Efficient video object segmentation via network modulation
L Yang, Y Wang, X Xiong, J Yang, AK Katsaggelos
Proceedings of the IEEE conference on computer vision and pattern …, 2018
3442018
Automatic facial expression recognition using facial animation parameters and multistream HMMs
PS Aleksic, AK Katsaggelos
IEEE Transactions on Information Forensics and Security 1 (1), 3-11, 2006
3422006
A survey of classical methods and new trends in pansharpening of multispectral images
I Amro, J Mateos, M Vega, R Molina, AK Katsaggelos
EURASIP Journal on Advances in Signal Processing 2011 (1), 1-22, 2011
3282011
Image restoration using a modified Hopfield network
JK Paik, AK Katsaggelos
IEEE Transactions on image processing 1 (1), 49-63, 1992
3241992
Variational Bayesian super resolution
SD Babacan, R Molina, AK Katsaggelos
IEEE Transactions on Image Processing 20 (4), 984-999, 2010
3202010
Sparse Bayesian methods for low-rank matrix estimation
SD Babacan, M Luessi, R Molina, AK Katsaggelos
IEEE Transactions on Signal Processing 60 (8), 3964-3977, 2012
2992012
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