Top Signal Processing Researchers

1. 1 🇬🇧 Andrew Zisserman United Kingdom · #3 worldwide 25k citations · 241 works
2. 2 🇨🇦 Yoshua Bengio Canada · #4 worldwide 17k citations · 298 works
3. 3 🇺🇸 Li Fei-Fei United States · #9 worldwide 17k citations · 188 works
4. 4 🇺🇸 Deborah Estrin United States · #60 worldwide 5.9k citations · 183 works
5. 5 🇸🇬 Chen Change Loy Singapore · #75 worldwide 7.7k citations · 173 works
6. 6 🇺🇸 Serge Belongie United States · #143 worldwide 14k citations · 117 works
7. 7 🇺🇸 Leonidas Guibas United States · #165 worldwide 6.3k citations · 229 works
8. 8 🇺🇸 Anil K. Jain United States · #178 worldwide 6.3k citations · 275 works
9. 9 🇺🇸 Li Deng United States · #211 worldwide 4.3k citations · 131 works
10. 10 🇺🇸 Yann LeCun United States · #219 worldwide 5.4k citations · 123 works
11. 11 🇨🇳 Wei Liu China · #275 worldwide 9.7k citations · 371 works
12. 12 🇺🇸 Dawn Song United States · #303 worldwide 3.8k citations · 150 works
13. 13 🇺🇸 Jerry M. Mendel United States · #306 worldwide 4k citations · 162 works
14. 14 🇺🇸 Robert M. Gray United States · #327 worldwide 3.5k citations · 117 works
15. 15 🇦🇺 Marimuthu Palaniswami Australia · #339 worldwide 3.8k citations · 179 works
16. 16 🇩🇪 Hans‐Peter Kriegel Germany · #630 worldwide 5.7k citations · 99 works
17. 17 🇺🇸 Adrian Perrig United States · #689 worldwide 3.2k citations · 146 works
18. 18 🇭🇰 Xiaoou Tang Hong Kong · #759 worldwide 8k citations · 95 works
19. 19 🇺🇸 Vipin Kumar United States · #864 worldwide 3.9k citations · 115 works
20. 20 🇩🇪 Thomas Wiegand Germany · #923 worldwide 2.5k citations · 120 works
21. 21 🇺🇸 R.W. Brodersen United States · #927 worldwide 2.6k citations · 103 works
22. 22 🇺🇸 James C. Bezdek United States · #949 worldwide 3.7k citations · 129 works
23. 23 🇺🇸 Dong Yu United States · #1,049 worldwide 4.1k citations · 190 works
24. 24 🇨🇦 S. Haykin Canada · #1,076 worldwide 3.5k citations · 94 works
25. 25 🇺🇸 John Platt United States · #1,085 worldwide 2.7k citations · 108 works
26. 26 🇺🇸 Robert W. Heath United States · #1,109 worldwide 7.1k citations · 352 works
27. 27 🇺🇸 Tara N. Sainath United States · #1,150 worldwide 3.5k citations · 93 works
28. 28 🇺🇸 Richard G. Baraniuk United States · #1,264 worldwide 4.4k citations · 213 works
29. 29 🇸🇪 Petre Stoica Sweden · #1,382 worldwide 3.8k citations · 215 works
30. 30 🇺🇸 Trevor Darrell United States · #1,404 worldwide 6.7k citations · 262 works
31. 31 🇨🇭 Pascal Frossard Switzerland · #1,457 worldwide 3.8k citations · 208 works
32. 32 🇨🇦 Geoffrey E. Hinton Canada · #1,487 worldwide 22k citations · 79 works
33. 33 🇺🇸 Andreas F. Molisch United States · #1,505 worldwide 4.3k citations · 262 works
34. 34 🇺🇸 Thomas S. Huang United States · #1,582 worldwide 7.4k citations · 369 works
35. 35 🇺🇸 Héctor García-Molina United States · #1,612 worldwide 3.1k citations · 156 works
36. 36 🇺🇸 Vern Paxson United States · #1,655 worldwide 3.5k citations · 85 works
37. 37 🇺🇸 Daniel P. W. Ellis United States · #1,765 worldwide 1.7k citations · 93 works
38. 38 🇺🇸 Joseph M. Hellerstein United States · #1,844 worldwide 2.1k citations · 98 works
39. 39 🇺🇸 Samuel Madden United States · #1,949 worldwide 2k citations · 110 works
40. 40 🇺🇸 Yonghui Wu United States · #2,016 worldwide 2.8k citations · 78 works
41. 41 🇺🇸 Alon Halevy United States · #2,060 worldwide 2k citations · 80 works
42. 42 🇺🇸 Christos Faloutsos United States · #2,094 worldwide 4.5k citations · 253 works
43. 43 🇺🇸 Johannes Gehrke United States · #2,109 worldwide 2.1k citations · 103 works
44. 44 🇺🇸 L. R. Rabiner United States · #2,131 worldwide 2.7k citations · 76 works
45. 45 🇨🇳 Tie‐Yan Liu China · #2,227 worldwide 3k citations · 148 works
46. 46 🇨🇳 Yu Zheng China · #2,339 worldwide 2.5k citations · 78 works
47. 47 🇫🇷 J.-F. Cardoso France · #2,499 worldwide 2.8k citations · 85 works
48. 48 🇪🇸 Enrique Herrera‐Viedma Spain · #2,571 worldwide 3.3k citations · 225 works
49. 49 🇧🇪 Lieven De Lathauwer Belgium · #2,579 worldwide 1.9k citations · 113 works
50. 50 🇺🇸 Ronald R. Coifman United States · #2,605 worldwide 2k citations · 74 works
51. 51 🇺🇸 Patrick McDaniel United States · #2,620 worldwide 1.8k citations · 127 works
52. 52 🇨🇭 Pierre Vandergheynst Switzerland · #2,658 worldwide 3.1k citations · 129 works
53. 53 🇹🇼 Jyh‐Shing Roger Jang Taiwan · #2,659 worldwide 4.5k citations · 69 works
54. 54 🇺🇸 Brian Kingsbury United States · #2,729 worldwide 2.6k citations · 70 works
55. 55 🇫🇮 Teuvo Kohonen Finland · #2,737 worldwide 1.9k citations · 72 works
56. 56 🇨🇦 Martin Ester Canada · #2,746 worldwide 4.6k citations · 68 works
57. 57 🇺🇸 Christopher Kruegel United States · #2,771 worldwide 1.7k citations · 89 works
58. 58 🇫🇮 Abdenour Hadid Finland · #2,808 worldwide 1.9k citations · 78 works
59. 59 🇨🇳 Xing Xie China · #2,863 worldwide 2.5k citations · 188 works
60. 60 🇺🇸 Bernard Widrow United States · #2,953 worldwide 2k citations · 69 works
61. 61 🇬🇧 Ian Horrocks United Kingdom · #2,971 worldwide 1.7k citations · 128 works
62. 62 🇺🇸 Jiawei Han United States · #2,980 worldwide 5.2k citations · 316 works
63. 63 🇺🇸 Giovanni Vigna United States · #3,168 worldwide 1.5k citations · 90 works
64. 64 🇺🇸 Jeffrey D. Ullman United States · #3,285 worldwide 1.8k citations · 97 works
65. 65 🇨🇳 Wei Chen China · #3,368 worldwide 3.5k citations · 231 works
66. 66 🇺🇸 Kristen Grauman United States · #3,491 worldwide 2.2k citations · 118 works
67. 67 🇺🇸 Louis‐Philippe Morency United States · #3,522 worldwide 2.4k citations · 135 works
68. 68 🇵🇹 Fernando Pereira Portugal · #3,554 worldwide 2.6k citations · 144 works
69. 69 🇺🇸 J.G. Proakis United States · #3,574 worldwide 1.8k citations · 67 works
70. 70 🇺🇸 Lorrie Faith Cranor United States · #3,616 worldwide 1.8k citations · 115 works
71. 71 🇷🇺 Xiaogang Wang Russia · #3,681 worldwide 13k citations · 770 works
72. 72 🇨🇭 Samy Bengio Switzerland · #3,799 worldwide 1.6k citations · 90 works
73. 73 🇺🇸 Inderjit S. Dhillon United States · #3,853 worldwide 1.9k citations · 107 works
74. 74 🇮🇱 Michael Elad Israel · #3,915 worldwide 2.3k citations · 113 works
75. 75 🇵🇱 Roman Słowiński Poland · #4,032 worldwide 2.3k citations · 133 works
76. 76 🇺🇸 Michael J. Franklin United States · #4,089 worldwide 1.4k citations · 67 works
77. 77 🇫🇷 Michel Dojat France · #4,107 worldwide 1.3k citations · 77 works
78. 78 🇺🇸 Zhengyou Zhang United States · #4,156 worldwide 2.1k citations · 132 works
79. 79 🇨🇿 Jiřı́ Matas Czechia · #4,192 worldwide 2.2k citations · 133 works
80. 80 🇬🇧 Mark Harman United Kingdom · #4,293 worldwide 2.3k citations · 177 works
81. 81 🇺🇸 Babak Hassibi United States · #4,426 worldwide 3k citations · 180 works
82. 82 🇨🇭 Luc Van Gool Switzerland · #4,439 worldwide 8.5k citations · 527 works
83. 83 🇺🇸 W. Bruce Croft United States · #4,481 worldwide 2.4k citations · 127 works
84. 84 🇺🇸 Sanjeev Khudanpur United States · #4,521 worldwide 1.5k citations · 112 works
85. 85 🇺🇸 Alexander M. Haimovich United States · #4,543 worldwide 1.4k citations · 66 works
86. 86 🇺🇸 Jerzy W. Grzymala‐Busse United States · #4,581 worldwide 1.3k citations · 75 works
87. 87 🇺🇸 Jennifer Widom United States · #4,762 worldwide 1.5k citations · 65 works
88. 88 🇺🇸 Tzyy‐Ping Jung United States · #4,776 worldwide 1.5k citations · 109 works
89. 89 🇫🇷 Engin Kirda France · #4,803 worldwide 1.2k citations · 76 works
90. 90 🇺🇸 David J. DeWitt United States · #4,818 worldwide 1.4k citations · 64 works
91. 91 🇺🇸 Xiaodong He United States · #4,822 worldwide 1.4k citations · 93 works
92. 92 🇯🇵 Шун-ичи Амари Japan · #4,828 worldwide 1.6k citations · 113 works
93. 93 🇬🇧 Charles Sutton United Kingdom · #4,880 worldwide 1.6k citations · 63 works
94. 94 🇺🇸 Salvatore J. Stolfo United States · #4,972 worldwide 1.1k citations · 78 works
95. 95 🇳🇴 Audun Jøsang Norway · #4,998 worldwide 1.3k citations · 90 works
96. 96 🇨🇭 Helmut Bölcskei Switzerland · #5,101 worldwide 1.8k citations · 68 works
97. 97 🇺🇸 B. Friedlander United States · #5,130 worldwide 1.8k citations · 142 works
98. 98 🇺🇸 Jeffrey F. Naughton United States · #5,184 worldwide 1.2k citations · 69 works
99. 99 🇭🇰 Wing‐Kin Ma Hong Kong · #5,231 worldwide 1.7k citations · 90 works
100. 100 🇺🇸 Michael F. Goodchild United States · #5,349 worldwide 1.4k citations · 98 works

authors from the 6,000 highest-output in Signal Processing, re-ranked on the composite score. Author identities come from OpenAlex disambiguation and inherit its errors: a merged record can put one name over two people’s work, and a split one can halve a career. Every row links out to the OpenAlex record so the underlying claim is checkable, and anything that looks wrong can be reported from the row. That report files a correction against the bibliographic record for a human to review — it is not a removal or delisting request, and no such route exists yet.

• 🇨🇳 China
• 🇺🇸 United States
• 🇮🇳 India
• 🇬🇧 United Kingdom
• 🇦🇺 Australia
• 🇸🇦 Saudi Arabia
• 🇨🇦 Canada
• 🇩🇪 Germany
• 🇮🇹 Italy
• 🇰🇷 South Korea
• 🇫🇷 France
• 🇸🇬 Singapore
• 🇯🇵 Japan
• 🇭🇰 Hong Kong
• 🇹🇼 Taiwan
• 🇸🇪 Sweden
• 🇳🇱 Netherlands
• 🇫🇮 Finland
• 🇳🇴 Norway
• 🇩🇰 Denmark
• 🇮🇩 Indonesia
• 🇻🇳 Vietnam
• 🇮🇱 Israel
• 🇧🇪 Belgium
• 🇷🇴 Romania