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Aggelos K. Katsaggelos

Aggelos K. Katsaggelos

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Electronics and Electrical Engineering 87 344 335 165 158 931 31819
Computer Science 96 436 424 241 233 1129 38013

Aggelos K. Katsaggelos publications per year

The chart shows the history of publications by Aggelos K. Katsaggelos between 1961 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Aggelos K. Katsaggelos published across 66 years, from 1961 to 2026, averaging 19.8 papers a year. Output peaked at 97 publications in 2024. 47 of the 1,306 publications appeared in the last two years.

No. of publications
20 40 60 80
Bar chart. Horizontal axis: year, 1961 to 2026. Vertical axis: number of publications, 0 to 97. Peak 97 publications in 2024. 1961: 1 publication 1962: 0 publications 1963: 0 publications 1964: 0 publications 1965: 0 publications 1966: 0 publications 1967: 0 publications 1968: 0 publications 1969: 0 publications 1970: 0 publications 1971: 0 publications 1972: 0 publications 1973: 0 publications 1974: 0 publications 1975: 0 publications 1976: 0 publications 1977: 0 publications 1978: 0 publications 1979: 0 publications 1980: 0 publications 1981: 0 publications 1982: 0 publications 1983: 1 publication 1984: 2 publications 1985: 3 publications 1986: 2 publications 1987: 2 publications 1988: 6 publications 1989: 8 publications 1990: 17 publications 1991: 25 publications 1992: 20 publications 1993: 19 publications 1994: 22 publications 1995: 26 publications 1996: 40 publications 1997: 30 publications 1998: 39 publications 1999: 23 publications 2000: 28 publications 2001: 26 publications 2002: 35 publications 2003: 42 publications 2004: 41 publications 2005: 41 publications 2006: 29 publications 2007: 33 publications 2008: 37 publications 2009: 42 publications 2010: 43 publications 2011: 35 publications 2012: 34 publications 2013: 37 publications 2014: 20 publications 2015: 25 publications 2016: 42 publications 2017: 38 publications 2018: 33 publications 2019: 35 publications 2020: 31 publications 2021: 45 publications 2022: 61 publications 2023: 43 publications 2024: 97 publications 2025: 44 publications 2026: 3 publications
1961 2026

1,306 publications in total across all disciplines

View publications per year as a table
Aggelos K. Katsaggelos: publications per year, 1961 to 2026
Year Publications
1961 1
1962 0
1963 0
1964 0
1965 0
1966 0
1967 0
1968 0
1969 0
1970 0
1971 0
1972 0
1973 0
1974 0
1975 0
1976 0
1977 0
1978 0
1979 0
1980 0
1981 0
1982 0
1983 1
1984 2
1985 3
1986 2
1987 2
1988 6
1989 8
1990 17
1991 25
1992 20
1993 19
1994 22
1995 26
1996 40
1997 30
1998 39
1999 23
2000 28
2001 26
2002 35
2003 42
2004 41
2005 41
2006 29
2007 33
2008 37
2009 42
2010 43
2011 35
2012 34
2013 37
2014 20
2015 25
2016 42
2017 38
2018 33
2019 35
2020 31
2021 45
2022 61
2023 43
2024 97
2025 44
2026 3
Total 1,306
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Aggelos K. Katsaggelos publication distribution in Electronics and Electrical Engineering in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Electronics and Electrical Engineering in 2026. The highlighted bar marks where Aggelos K. Katsaggelos sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 53 bars. Horizontal axis: publications, 34–53 to 1,065+. Vertical axis: number of scientists, 0 to 445. Most scientists, 445, have 174–193 publications. The last bar groups every scientist with 1,065 publications or more. The highlighted bar, 914–933 publications, is where this scientist sits. 34–53 publications: 24 scientists 54–73 publications: 52 scientists 74–93 publications: 114 scientists 94–113 publications: 203 scientists 114–133 publications: 269 scientists 134–153 publications: 355 scientists 154–173 publications: 403 scientists 174–193 publications: 445 scientists 194–213 publications: 430 scientists 214–233 publications: 431 scientists 234–253 publications: 399 scientists 254–273 publications: 366 scientists 274–293 publications: 335 scientists 294–313 publications: 300 scientists 314–333 publications: 276 scientists 334–353 publications: 250 scientists 354–373 publications: 214 scientists 374–393 publications: 187 scientists 394–413 publications: 152 scientists 414–433 publications: 169 scientists 434–453 publications: 147 scientists 454–473 publications: 111 scientists 474–493 publications: 117 scientists 494–513 publications: 103 scientists 514–533 publications: 99 scientists 534–553 publications: 92 scientists 554–573 publications: 75 scientists 574–593 publications: 58 scientists 594–613 publications: 69 scientists 614–633 publications: 50 scientists 634–653 publications: 62 scientists 654–673 publications: 54 scientists 674–693 publications: 44 scientists 694–713 publications: 37 scientists 714–733 publications: 28 scientists 734–753 publications: 26 scientists 754–773 publications: 26 scientists 774–793 publications: 19 scientists 794–813 publications: 23 scientists 814–833 publications: 20 scientists 834–853 publications: 16 scientists 854–873 publications: 20 scientists 874–893 publications: 11 scientists 894–913 publications: 11 scientists 914–933 publications: 16 scientists 934–953 publications: 13 scientists 954–973 publications: 10 scientists 974–993 publications: 11 scientists 994–1,013 publications: 9 scientists 1,014–1,033 publications: 9 scientists 1,034–1,053 publications: 10 scientists 1,054–1,064 publications: 6 scientists 1,065+ publications: 99 scientists
34–53 publications 1,065+

This scientist: 931 publications — 98th percentile

98% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 1,065 publications or more.

View publications distribution as a table
Number of Electronics and Electrical Engineering scientists by publication count, Research.com 2026 ranking edition. Based on 6,875 ranked scientists.
Publications Scientists This scientist
34–53 24
54–73 52
74–93 114
94–113 203
114–133 269
134–153 355
154–173 403
174–193 445
194–213 430
214–233 431
234–253 399
254–273 366
274–293 335
294–313 300
314–333 276
334–353 250
354–373 214
374–393 187
394–413 152
414–433 169
434–453 147
454–473 111
474–493 117
494–513 103
514–533 99
534–553 92
554–573 75
574–593 58
594–613 69
614–633 50
634–653 62
654–673 54
674–693 44
694–713 37
714–733 28
734–753 26
754–773 26
774–793 19
794–813 23
814–833 20
834–853 16
854–873 20
874–893 11
894–913 11
914–933 16 931
934–953 13
954–973 10
974–993 11
994–1,013 9
1,014–1,033 9
1,034–1,053 10
1,054–1,064 6
1,065+ 99
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Aggelos K. Katsaggelos D-index placement in Electronics and Electrical Engineering in 2026

The chart shows the D-index (discipline H-index) distribution of Electronics and Electrical Engineering scientists ranked by Research.com in 2026. The highlighted bar marks where Aggelos K. Katsaggelos sits on this spectrum.

No. of scientists
50 100 150 200 250
Bar chart with 82 bars. Horizontal axis: D-Index, 30 to 111+. Vertical axis: number of scientists, 0 to 263. Most scientists, 263, have 32 D-Index. The last bar groups every scientist with 111 D-Index or more. The highlighted bar, 87 D-Index, is where this scientist sits. 30 D-Index: 178 scientists 31 D-Index: 257 scientists 32 D-Index: 263 scientists 33 D-Index: 262 scientists 34 D-Index: 244 scientists 35 D-Index: 236 scientists 36 D-Index: 211 scientists 37 D-Index: 220 scientists 38 D-Index: 214 scientists 39 D-Index: 214 scientists 40 D-Index: 205 scientists 41 D-Index: 187 scientists 42 D-Index: 194 scientists 43 D-Index: 201 scientists 44 D-Index: 155 scientists 45 D-Index: 189 scientists 46 D-Index: 148 scientists 47 D-Index: 160 scientists 48 D-Index: 134 scientists 49 D-Index: 130 scientists 50 D-Index: 141 scientists 51 D-Index: 156 scientists 52 D-Index: 108 scientists 53 D-Index: 130 scientists 54 D-Index: 112 scientists 55 D-Index: 97 scientists 56 D-Index: 111 scientists 57 D-Index: 102 scientists 58 D-Index: 108 scientists 59 D-Index: 120 scientists 60 D-Index: 103 scientists 61 D-Index: 93 scientists 62 D-Index: 92 scientists 63 D-Index: 74 scientists 64 D-Index: 77 scientists 65 D-Index: 73 scientists 66 D-Index: 64 scientists 67 D-Index: 69 scientists 68 D-Index: 60 scientists 69 D-Index: 39 scientists 70 D-Index: 57 scientists 71 D-Index: 59 scientists 72 D-Index: 46 scientists 73 D-Index: 49 scientists 74 D-Index: 38 scientists 75 D-Index: 35 scientists 76 D-Index: 32 scientists 77 D-Index: 35 scientists 78 D-Index: 31 scientists 79 D-Index: 22 scientists 80 D-Index: 34 scientists 81 D-Index: 31 scientists 82 D-Index: 34 scientists 83 D-Index: 23 scientists 84 D-Index: 18 scientists 85 D-Index: 30 scientists 86 D-Index: 19 scientists 87 D-Index: 19 scientists 88 D-Index: 20 scientists 89 D-Index: 8 scientists 90 D-Index: 17 scientists 91 D-Index: 7 scientists 92 D-Index: 14 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 12 scientists 97 D-Index: 10 scientists 98 D-Index: 10 scientists 99 D-Index: 12 scientists 100 D-Index: 16 scientists 101 D-Index: 5 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 8 scientists 105 D-Index: 9 scientists 106 D-Index: 13 scientists 107 D-Index: 4 scientists 108 D-Index: 5 scientists 109 D-Index: 10 scientists 110 D-Index: 8 scientists 111+ D-Index: 96 scientists
30 D-Index 111+

This scientist: 87 D-Index — 95th percentile

95% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 111 D-Index or more.

View D-Index distribution as a table
Number of Electronics and Electrical Engineering scientists by D-index, Research.com 2026 ranking edition. Based on 6,875 ranked scientists.
D-Index Scientists This scientist
30 178
31 257
32 263
33 262
34 244
35 236
36 211
37 220
38 214
39 214
40 205
41 187
42 194
43 201
44 155
45 189
46 148
47 160
48 134
49 130
50 141
51 156
52 108
53 130
54 112
55 97
56 111
57 102
58 108
59 120
60 103
61 93
62 92
63 74
64 77
65 73
66 64
67 69
68 60
69 39
70 57
71 59
72 46
73 49
74 38
75 35
76 32
77 35
78 31
79 22
80 34
81 31
82 34
83 23
84 18
85 30
86 19
87 19 87
88 20
89 8
90 17
91 7
92 14
93 9
94 15
95 10
96 12
97 10
98 10
99 12
100 16
101 5
102 7
103 7
104 8
105 9
106 13
107 4
108 5
109 10
110 8
111+ 96
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Research.com Recognitions

  • 2018 - OSA Fellows Aggelos K. Katsaggelos Northwestern Univ., USA For broad and enduring contributions to the field of digital image and video processing.
  • 2009 - SPIE Fellow
  • 1998 - IEEE Fellow For contributions to the theory and application of iterative image restoration methods.

Overview

Aggelos K. Katsaggelos is affiliated with Northwestern University in the United States. Their research spans multiple disciplines, with a primary focus on computer science, medicine, and engineering. The scientist has contributed extensively to subfields such as computer vision and pattern recognition, artificial intelligence, radiology, nuclear medicine and imaging, electrical and electronic engineering, and biomedical engineering.

The research topics addressed in their work include advanced MRI techniques and applications, AI in cancer detection, neural networks and their applications, cardiac imaging and diagnostics, advanced X-ray and CT imaging, machine learning in healthcare, and advanced image processing techniques.

Some of the recent publications authored or co-authored by Aggelos K. Katsaggelos include:

  • Snapshot Compressive Imaging: Theory, Algorithms, and Applications, 2021, IEEE Signal Processing Magazine
  • Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets, 2020, Biomedical Signal Processing and Control
  • DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large U.S. Clinical Data Set, 2020, Radiology
  • Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function, 2022, Sensors
  • POSYDON: A General-purpose Population Synthesis Code with Detailed Binary-evolution Simulations, 2023, The Astrophysical Journal Supplement Series

Frequent co-authors include:

  • Yunan Wu
  • Oliver Cossairt
  • Rafael Molina
  • Florian Schiffers
  • Manuel Ballester

Publication venues where the scientist has frequently published consist of:

  • arXiv (Cornell University)
  • Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
  • Scientific Reports
  • Sensors
  • Digital Signal Processing

There is also a record of book publications with the Cambridge University Press, including the title Machine Learning Refined published in 2020.

Aggelos K. Katsaggelos has received several awards over the course of their career, including:

  • OSA Fellows, 2018, "For broad and enduring contributions to the field of digital image and video processing."
  • SPIE Fellow, 2009
  • IEEE Fellow, 1998, "For contributions to the theory and application of iterative image restoration methods."

Best Publications

  • Digital Image Restoration

    M.R. Banham;A.K. Katsaggelos

  • Hybrid image segmentation using watersheds and fast region merging

    K. Haris;S.N. Efstratiadis;N. Maglaveras;A.K. Katsaggelos

  • Bayesian Compressive Sensing Using Laplace Priors

    S.D. Babacan;R. Molina;A.K. Katsaggelos

  • Error resilient video coding techniques

    Yao Wang;S. Wenger;Jiantao Wen;A.K. Katsaggelos

  • Video Super-Resolution With Convolutional Neural Networks

    Armin Kappeler;Seunghwan Yoo;Qiqin Dai;Aggelos K. Katsaggelos

  • Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images

    Yongyi Yang;N.P. Galatsanos;A.K. Katsaggelos

  • Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation

    N.P. Galatsanos;A.K. Katsaggelos

  • Iterative Identification and Restoration of Images

    R.L. Lagendijk;A.K. Katsaggelos;J. Biemond

  • Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods

    Alice Lucas;Michael Iliadis;Rafael Molina;Aggelos K. Katsaggelos

  • Projection-based spatially adaptive reconstruction of block-transform compressed images

    Yongyi Yang;N.P. Galatsanos;A.K. Katsaggelos

  • A regularized iterative image restoration algorithm

    A.K. Katsaggelos;J. Biemond;R.W. Schafer;R.M. Mersereau

  • Iterative Image Restoration Algorithms

    Aggelos K. Katsaggelos

  • Efficient Video Object Segmentation via Network Modulation

    Linjie Yang;Yanran Wang;Xuehan Xiong;Jianchao Yang

  • SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution

    Shengyang Dai;Mei Han;Wei Xu;Ying Wu

  • Noise reduction filters for dynamic image sequences: a review

    J.C. Brailean;R.P. Kleihorst;S. Efstratiadis;A.K. Katsaggelos

  • Gravity Spy: Integrating Advanced LIGO Detector Characterization, Machine Learning, and Citizen Science

    M. Zevin;S. B. Coughlin;S. Bahaadini;E. Besler

  • A survey of classical methods and new trends in pansharpening of multispectral images

    Israa Amro;Israa Amro;Javier Mateos;Miguel Vega;Rafael Molina

  • General choice of the regularization functional in regularized image restoration

    Moon Gi Kang;A.K. Katsaggelos

  • Automatic facial expression recognition using facial animation parameters and multistream HMMs

    P.S. Aleksic;A.K. Katsaggelos

  • Image restoration using a modified Hopfield network

    J.K. Paik;A.K. Katsaggelos

  • Variational Bayesian Super Resolution

    S Derin Babacan;Rafael Molina;Aggelos K Katsaggelos

  • 2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING

    E. Soyak;Sotirios Tsaftaris;A. K. Katsaggelos

  • 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING

    E. Soyak;Sotirios Tsaftaris;A. K. Katsaggelos

Frequent Co-Authors

Rafael Molina
Rafael Molina University of Granada
Thrasyvoulos N. Pappas
Thrasyvoulos N. Pappas Northwestern University
Sotirios A. Tsaftaris
Sotirios A. Tsaftaris University of Edinburgh
Randall A. Berry
Randall A. Berry Northwestern University
Nikolas P. Galatsanos
Nikolas P. Galatsanos University of Ioannina
Joonki Paik
Joonki Paik Chung-Ang University
Nasser M. Nasrabadi
Nasser M. Nasrabadi West Virginia University
Ying Wu
Ying Wu Northwestern University
Norbert F. Scherer
Norbert F. Scherer University of Chicago
Jianwei Huang
Jianwei Huang Chinese University of Hong Kong, Shenzhen

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