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Aggelos K Katsaggelos
Aggelos K Katsaggelos
Joseph Cummings Professor of ECE (Courtesy CS and Radiology), Northwestern University
Verifisert e-postadresse på eecs.northwestern.edu - Startside
Tittel
Sitert av
Sitert av
År
Digital image restoration
MR Banham, AK Katsaggelos
IEEE signal processing magazine 14 (2), 24-41, 1997
15971997
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
11771998
Bayesian compressive sensing using Laplace priors
SD Babacan, R Molina, AK Katsaggelos
IEEE Transactions on image processing 19 (1), 53-63, 2009
9562009
Digital image restoration
AK Katsaggelos
Springer-Verlag, 1991
7511991
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
7472016
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
7431992
Error resilient video coding techniques
Y Wang, S Wenger, J Wen, AK Katsaggelos
IEEE signal processing magazine 17 (4), 61-82, 2000
7282000
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
6572018
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
5991993
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
4911995
A regularized iterative image restoration algorithm
AK Katsaggelos, J Biemond, RW Schafer, RM Mersereau
IEEE Transactions on Signal Processing 39 (4), 914-929, 1991
4681991
Iterative image restoration algorithms
AK Katsaggelos
Optical engineering 28 (7), 735-748, 1989
4581989
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
4432018
Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science
M Zevin, S Coughlin, S Bahaadini, E Besler, N Rohani, S Allen, M Cabero, ...
Classical and quantum gravity 34 (6), 064003, 2017
3952017
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, 2002
3912002
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, 1-22, 2011
3652011
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
3582006
General choice of the regularization functional in regularized image restoration
MG Kang, AK Katsaggelos
IEEE Transactions on Image Processing 4 (5), 594-602, 1995
3511995
Machine learning refined: foundations, algorithms, and applications
J Watt, R Borhani, AK Katsaggelos
Cambridge University Press, 2020
3472020
Image restoration using a modified Hopfield network
JK Paik, AK Katsaggelos
IEEE Transactions on image processing 1 (1), 49-63, 1992
3471992
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Artikler 1–20