Aggelos K. Katsaggelos

Author

Also Known As

A K Katsaggelos, A Katsaggelos, A. K. KATSAGGELOS, A. K. Katsaggelos, A. Katsaggelos, A.K Katsaggelos, A.K. KATSAGGELOS, A.K. Katsaggelos, A.K. Katsuggelos, A. K. Katsaggelos

1.3K

Publications

28K

Citations

H-Index

317

Concepts

All Affiliations

Northwestern University Universidad de Granada Motorola (United States)

About

Aggelos K. Katsaggelos is an author at Northwestern University specializing in engineering, image analysis, and computer vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	65	301	19.8K
2	Health Sciences	27	56	4.8K
3	Arts	2	2	28
4	Education	2	2	68
5	Language Studies	1	1	48

Aggelos K. Katsaggelos

379

Publications

23.7K

Citations

H-Index

Page 1

	Year	Citations
Digital image restoration M.R. Banham, Aggelos K. Katsaggelos IEEE Signal Processing Magazine DeblurringImage ProcessingImage AnalysisEngineeringMedical Imaging	1997	1.7K
Bayesian Compressive Sensing Using Laplace Priors S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos IEEE Transactions on Image Processing Statistical Signal ProcessingSparsity PriorsEngineeringSparse RepresentationData Science	2009	794
Hybrid image segmentation using watersheds and fast region merging Kostas Haris, S.N. Efstratiadis, Nicos Maglaveras, IEEE Transactions on Image Processing EngineeringHybrid Image SegmentationImage Sequence AnalysisImage AnalysisPattern Recognition	1998	733
Video Super-Resolution With Convolutional Neural Networks Armin Kappeler, Seunghwan Yoo, Qiqin Dai, IEEE Transactions on Computational Imaging Machine VisionImage AnalysisMachine LearningEngineeringPattern Recognition	2016	663
Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods Alice Lucas, Michael Iliadis, Rafael Molina, IEEE Signal Processing Magazine Image ReconstructionEngineeringMachine LearningBeyond Analytical MethodsAutoencoders	2018	580
Error resilient video coding techniques Yao Wang, Stephan Wenger, Jiantao Wen, IEEE Signal Processing Magazine Real-time Video TransportLossy CompressionEngineeringError Control TechniqueMultimedia Signal Processing	2000	518
Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation N.P. Galatsanos, Aggelos K. Katsaggelos IEEE Transactions on Image Processing DeblurringRegularization ParameterImage AnalysisEngineeringMedical Imaging	1992	486
Efficient Video Object Segmentation via Network Modulation Linjie Yang, Yanran Wang, Xuehan Xiong,	2018	384
Snapshot Compressive Imaging: Theory, Algorithms, and Applications Xin Yuan, David J. Brady, Aggelos K. Katsaggelos IEEE Signal Processing Magazine Snapshot Compressive ImagingConvolutional Neural NetworkEngineeringMachine LearningDepth Map	2021	380
Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images Yongyi Yang, N.P. Galatsanos, Aggelos K. Katsaggelos IEEE Transactions on Circuits and Systems for Video Technology Lossy CompressionEngineeringRegularized Recovery ProblemSparse ImagingImage Analysis	1993	355

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