World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
35
Citations
7238
World Ranking
11511
National Ranking
45

William Robson Schwartz 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 William Robson Schwartz sits on this spectrum.

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 publications 991+

This scientist: 189 publications — 42nd percentile

42% of scientists in this discipline score the same or lower.

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

William Robson Schwartz 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 William Robson Schwartz sits on this spectrum.

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 D-Index 131+

This scientist: 35 D-Index — 20th percentile

20% of scientists in this discipline score the same or lower.

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

Overview

William Robson Schwartz is affiliated with the Universidade Federal de Minas Gerais in Brazil. Their research primarily focuses on the fields of Computer Science and Engineering, with a significant concentration in Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Signal Processing, and Biomedical Engineering.

The scientist's recent publications cover various topics related to advanced neural network applications and vision systems. These include:

  • An efficient and layout-independent automatic license plate recognition system based on the YOLO detector (2021, IET Intelligent Transport Systems)
  • Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble (2020, Neurocomputing)
  • Discriminative Layer Pruning for Convolutional Neural Networks (2020, IEEE Journal of Selected Topics in Signal Processing)
  • Super-resolution of license plate images using attention modules and sub-pixel convolution layers (2023, Computers & Graphics)
  • Simple and efficient pose-based gait recognition method for challenging environments (2020, Pattern Analysis and Applications)

Their main topics of work include vehicle license plate recognition, advanced neural network applications, advanced vision and imaging, anomaly detection techniques and applications, face recognition and analysis, biometric identification and security, and gait recognition and analysis.

William Robson Schwartz has collaborated frequently with several researchers, including Rafael Henrique Vareto, David Menotti, Rayson Laroca, Jessica Sena, and Valfride Nascimento.

The scientist's work has been published repeatedly in venues such as arXiv (Cornell University), Pattern Analysis and Applications, Neurocomputing, Zurich Open Repository and Archive (University of Zurich), and SSRN Electronic Journal.

Best Publications

  • ECG-based heartbeat classification for arrhythmia detection

    Eduardo José da S. Luz;William Robson Schwartz;Guillermo Cámara-Chávez;David Menotti

  • Human detection using partial least squares analysis

    William Robson Schwartz;Aniruddha Kembhavi;David Harwood;Larry S. Davis

  • Deep Representations for Iris, Face, and Fingerprint Spoofing Detection

    David Menotti;Giovani Chiachia;Allan Pinto;William Robson Schwartz

  • A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector

    Rayson Laroca;Evair Severo;Luiz A. Zanlorensi;Luiz S. Oliveira

  • Learning Discriminative Appearance-Based Models Using Partial Least Squares

    William Robson Schwartz;Larry S. Davis

  • A Robust Real-Time Automatic License Plate Recognition based on the YOLO Detector

    Rayson Laroca;Evair Severo;Luiz A. Zanlorensi;Luiz S. Oliveira

  • Multi-scale gray level co-occurrence matrices for texture description

    Fernando Roberti de Siqueira;William Robson Schwartz;Helio Pedrini

  • Competition on counter measures to 2-D facial spoofing attacks

    Murali Mohan Chakka;Andre Anjos;Sebastien Marcel;Roberto Tronci

  • Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos

    Rensso Victor Hugo Mora Colque;Carlos Caetano;Matheus Toledo Lustosa de Andrade;William Robson Schwartz

  • SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition

    Carlos Caetano;Jessica Sena;Franeois Bremond;Jefersson A. Dos Santos

  • Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes

    Allan Pinto;Helio Pedrini;William Robson Schwartz;Anderson Rocha

  • An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector

    Rayson Laroca;Luiz A. Zanlorensi;Gabriel R. Gonçalves;Eduardo Todt

  • An efficient and layout-independent automatic license plate recognition system based on the YOLO detector

    Rayson Laroca;Luiz A. Zanlorensi;Gabriel Resende Gonçalves;Eduardo Todt

  • Face spoofing detection through partial least squares and low-level descriptors

    William Robson Schwartz;Anderson Rocha;Helio Pedrini

  • Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks

    Allan Pinto;William Robson Schwartz;Helio Pedrini;Anderson de Rezende Rocha

  • Skeleton Image Representation for 3D Action Recognition Based on Tree Structure and Reference Joints

    Carlos Caetano;Francois Bremond;William Robson Schwartz

  • Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks

    Keiller Nogueira;Mauro Dalla Mura;Jocelyn Chanussot;William Robson Schwartz

  • Video-Based Face Spoofing Detection through Visual Rhythm Analysis

    Allan da Silva Pinto;Helio Pedrini;William Schwartz;Anderson Rocha

  • The 2nd competition on counter measures to 2D face spoofing attacks

    I. Chingovska;J. Yang;Z. Lei;D. Yi

  • Face Identification Using Large Feature Sets

    W. R. Schwartz;Huimin Guo;Jonghyun Choi;L. S. Davis

  • Thermal-to-visible face recognition using partial least squares.

    Shuowen Hu;Jonghyun Choi;Alex L. Chan;William Robson Schwartz

  • Learning Deep Off-the-Person Heart Biometrics Representations

    Eduardo José da Silva Luz;Gladston J. P. Moreira;Luiz S. Oliveira;William Robson Schwartz

  • A robust and scalable approach to face identification

    William Robson Schwartz;Huimin Guo;Larry S. Davis

  • 2009 IEEE 12th International Conference on Computer Vision (ICCV)

    Stephen Gould;Richard Fulton;Daphne Koller;Ido Leichter

  • Deep Representations for Iris, Face, and Fingerprint Spoofing Detection

    David Menotti;Giovani Chiachia;Allan Pinto;William Robson Schwartz

Frequent Co-Authors

Larry S. Davis
Larry S. Davis University of Maryland, College Park
Anderson Rocha
Anderson Rocha State University of Campinas
François Brémond
François Brémond French Institute for Research in Computer Science and Automation - INRIA
Mauro Dalla Mura
Mauro Dalla Mura Grenoble Alpes University
Jocelyn Chanussot
Jocelyn Chanussot Grenoble Alpes University
Mario F. M. Campos
Mario F. M. Campos Universidade Federal de Minas Gerais
Alexandre X. Falcão
Alexandre X. Falcão State University of Campinas
Luiz S. Oliveira
Luiz S. Oliveira Federal University of Paraná
Guillaume Gravier
Guillaume Gravier Centre national de la recherche scientifique, CNRS
David Harwood
David Harwood University of Maryland, College Park

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