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Trac D. Tran

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 54 4533 4404 2126 2051 334 12777

Trac D. Tran publications per year

The chart shows the history of publications by Trac D. Tran between 1995 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Trac D. Tran published across 31 years, from 1995 to 2025, averaging 11.5 papers a year. Output peaked at 27 publications in 2016. 13 of the 358 publications appeared in the last two years.

No. of publications
5 10 15 20 25
Bar chart. Horizontal axis: year, 1995 to 2025. Vertical axis: number of publications, 0 to 27. Peak 27 publications in 2016. 1995: 1 publication 1996: 1 publication 1997: 5 publications 1998: 7 publications 1999: 10 publications 2000: 16 publications 2001: 6 publications 2002: 15 publications 2003: 9 publications 2004: 5 publications 2005: 9 publications 2006: 11 publications 2007: 17 publications 2008: 9 publications 2009: 12 publications 2010: 13 publications 2011: 18 publications 2012: 11 publications 2013: 14 publications 2014: 18 publications 2015: 25 publications 2016: 27 publications 2017: 15 publications 2018: 23 publications 2019: 23 publications 2020: 11 publications 2021: 8 publications 2022: 5 publications 2023: 1 publication 2024: 5 publications 2025: 8 publications
1995 2025

358 publications in total across all disciplines

View publications per year as a table
Trac D. Tran: publications per year, 1995 to 2025
Year Publications
1995 1
1996 1
1997 5
1998 7
1999 10
2000 16
2001 6
2002 15
2003 9
2004 5
2005 9
2006 11
2007 17
2008 9
2009 12
2010 13
2011 18
2012 11
2013 14
2014 18
2015 25
2016 27
2017 15
2018 23
2019 23
2020 11
2021 8
2022 5
2023 1
2024 5
2025 8
Total 358
Download as CSV

Trac D. Tran publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Trac D. Tran sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 332–341 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 334 publications — 79th percentile

79% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209 334
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Trac D. Tran D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Trac D. Tran sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 54–55 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 54 D-Index — 69th percentile

69% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500 54
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2014 - IEEE Fellow For contributions to multirate and sparse signal processing

Overview

Trac D. Tran is a researcher affiliated with Johns Hopkins University in the United States, specializing principally in Computer Science and Engineering. Their scholarly output includes 28 publications in each of these main fields, reflecting a consistent research focus over time.

The scientist's subfields of study are diverse and encompass Computer Vision and Pattern Recognition, Computational Mechanics, Signal Processing, Electrical and Electronic Engineering, and Artificial Intelligence. These areas indicate a strong emphasis on both theoretical and applied aspects of image processing and signal analysis.

The primary research topics associated with their work include Sparse and Compressive Sensing Techniques, which constitute the largest portion of their work. Other significant topics include Advanced Image Processing Techniques, Distributed Sensor Networks and Detection Algorithms, Indoor and Outdoor Localization Technologies, Speech and Audio Processing, Advanced Vision and Imaging, and Image Processing Techniques and Applications.

Among Trac D. Tran's notable papers are:

  • "Deep Learning to Obtain Simultaneous Image and Segmentation Outputs From a Single Input of Raw Ultrasound Channel Data" (2020), published in IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control
  • "Real-Time and Deep Learning Based Vehicle Detection and Classification Using Pixel-Wise Code Exposure Measurements" (2020), published in Electronics
  • "Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements" (2020), published in Journal of Imaging
  • "Compressed sensing in photonics: tutorial" (2022), published in Journal of the Optical Society of America B
  • "Joint Down-Range and Cross-Range RFI Suppression in Ultra-Wideband SAR" (2020), published in IEEE Transactions on Geoscience and Remote Sensing

They frequently collaborate with a set of coauthors, including Shuai Huang, Yang Jiao, Guangming Shi, Chiman Kwan, and David Gribben, with multiple joint publications recorded with each.

Trac D. Tran has contributed extensively to publication venues such as arXiv (Cornell University) with 10 papers, the 2021 55th Asilomar Conference on Signals, Systems, and Computers with 2 papers, as well as individual papers in IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, Electronics, and Journal of Imaging.

The scientist was named an IEEE Fellow in 2014, with the citation noting contributions to multirate and sparse signal processing.

Best Publications

  • Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

    Yi Chen;Nasser M. Nasrabadi;Trac D. Tran

  • Sparsity adaptive matching pursuit algorithm for practical compressed sensing

    T.T. Do;Lu Gan;Nam Nguyen;T.D. Tran

  • Hyperspectral Image Classification via Kernel Sparse Representation

    Yi Chen;N. M. Nasrabadi;T. D. Tran

  • Sparse Representation for Target Detection in Hyperspectral Imagery

    Yi Chen;N M Nasrabadi;T D Tran

  • Distributed Compressed Video Sensing

    Thong T. Do;Yi Chen;Dzung T. Nguyen;Nam Nguyen

  • Fast multiplierless approximations of the DCT with the lifting scheme

    Jie Liang;T.D. Tran

  • Fast and Efficient Compressive Sensing Using Structurally Random Matrices

    Thong T. Do;Lu Gan;Nam H. Nguyen;Trac D. Tran

  • Fast compressive imaging using scrambled block Hadamard ensemble

    Lu Gan;Thong T. Do;Trac D. Tran

  • The binDCT: fast multiplierless approximation of the DCT

    T.D. Tran

  • Lapped transform via time-domain pre- and post-filtering

    T.D. Tran;Jie Liang;Chengjie Tu

  • Fast compressive sampling with structurally random matrices

    T.T. Do;T.D. Tran;Lu Gan

  • Linear-phase perfect reconstruction filter bank: lattice structure, design, and application in image coding

    T.D. Tran;R.L. de Queiroz;T.Q. Nguyen

  • Simultaneous Joint Sparsity Model for Target Detection in Hyperspectral Imagery

    Yi Chen;N. M. Nasrabadi;T. D. Tran

  • Context-based entropy coding of block transform coefficients for image compression

    C. Tu;T.D. Tran

  • A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface

    Xilin Liu;Milin Zhang;Tao Xiong;Andrew G. Richardson

  • Robust Lasso With Missing and Grossly Corrupted Observations

    Nam H. Nguyen;Trac D. Tran

  • Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification

    Xiaoxia Sun;Qing Qu;Nasser M. Nasrabadi;Trac D. Tran

  • Adversarial deep structured nets for mass segmentation from mammograms

    Wentao Zhu;Xiang Xiang;Trac D. Tran;Gregory D. Hager

  • On M-channel linear phase FIR filter banks and application in image compression

    Trac Duy Tran;T.Q. Nguyen

  • Exact Recoverability From Dense Corrupted Observations via $ll _{1}$ -Minimization

    N. H. Nguyen;T. D. Tran

  • Robust Lasso with missing and grossly corrupted observations

    Nasser M. Nasrabadi;Trac D. Tran;Nam Nguyen

Frequent Co-Authors

Nasser M. Nasrabadi
Nasser M. Nasrabadi West Virginia University
Ralph Etienne-Cummings
Ralph Etienne-Cummings Johns Hopkins University
Truong Q. Nguyen
Truong Q. Nguyen University of California, San Diego
Chiman Kwan
Chiman Kwan Signal Processing (United States)
Vishal Monga
Vishal Monga Pennsylvania State University
Mark A. Foster
Mark A. Foster Johns Hopkins University
Gregory D. Hager
Gregory D. Hager Johns Hopkins University
Alan L. Yuille
Alan L. Yuille Johns Hopkins University
Jian Cheng
Jian Cheng Chinese Academy of Sciences
Xiaohui Xie
Xiaohui Xie University of California, Irvine

External Links

Wikipedia of Trac D. Tran Personal website of Trac D. Tran Google Scholar page

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Best Scientists Citing Trac D. Tran

Qian Du

Qian Du

Mississippi State University

Publications: 65

Licheng Jiao

Licheng Jiao

Xidian University

Publications: 51

Liangpei Zhang

Liangpei Zhang

Wuhan University

Publications: 46

Wei Li

Wei Li

Beijing Institute of Technology

Publications: 43

Shutao Li

Shutao Li

Hunan University

Publications: 38

Zebin Wu

Zebin Wu

Nanjing University of Science and Technology

Publications: 32

Bo Du

Bo Du

Wuhan University

Publications: 31

Jon Atli Benediktsson

Jon Atli Benediktsson

University of Iceland

Publications: 30

Leyuan Fang

Leyuan Fang

Hunan University

Publications: 29

Sridhar Srinivasan

Sridhar Srinivasan

Microsoft (United States)

Publications: 29

Chiman Kwan

Chiman Kwan

Signal Processing (United States)

Publications: 29

Vishal Monga

Vishal Monga

Pennsylvania State University

Publications: 27

Edward L. Schwartz

Edward L. Schwartz

Ricoh (Japan)

Publications: 27

Truong Q. Nguyen

Truong Q. Nguyen

University of California, San Diego

Publications: 24

Xiangrong Zhang

Xiangrong Zhang

Xidian University

Publications: 23

Antonio Plaza

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Publications: 23

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