World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
72
Citations
27496
World Ranking
1645
National Ranking
848

Aaron Hertzmann 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 Aaron Hertzmann 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: 175 publications — 37th percentile

37% of scientists in this discipline score the same or lower.

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

Aaron Hertzmann 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 Aaron Hertzmann 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: 72 D-Index — 89th percentile

89% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2018 - ACM Fellow For contributions to computer graphics, non-photorealistic rendering, computer animation, and machine learning
  • 2015 - ACM Distinguished Member
  • 2006 - Fellow of Alfred P. Sloan Foundation

Overview

Aaron Hertzmann is affiliated with Adobe Systems in the United States. Their research primarily focuses on computer science, with a strong emphasis on computer vision and pattern recognition, cognitive neuroscience, and computer graphics and computer-aided design. Additional fields of study include computational mechanics and human-computer interaction.

The scientist has contributed extensively to several research topics, including:

  • Aesthetic Perception and Analysis
  • Computer Graphics and Visualization Techniques
  • Advanced Vision and Imaging
  • Generative Adversarial Networks and Image Synthesis
  • 3D Shape Modeling and Analysis
  • Visual Attention and Saliency Detection
  • Human Pose and Action Recognition

Frequent publication venues for Aaron Hertzmann include:

  • arXiv (Cornell University)
  • Journal of Vision
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • IEEE Computer Graphics and Applications
  • Perception

Recent papers published by Hertzmann cover a range of topics and years:

  • "Art and the science of generative AI", 2023, Science
  • "GANSpace: Discovering Interpretable GAN Controls", 2020, arXiv (Cornell University)
  • "LayoutGAN: Synthesizing Graphic Layouts With Vector-Wireframe Adversarial Networks", 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Why Do Line Drawings Work? A Realism Hypothesis", 2020, Perception
  • "Computers do not make art, people do", 2020, Communications of the ACM

Aaron Hertzmann has collaborated frequently with several co-authors, including:

  • Zoya Bylinskii
  • Shuicheng Yan
  • Laura Herman
  • Robert Pepperell
  • Olga Russakovsky

The scientist has received multiple awards, including the ACM Fellow recognition in 2018 for contributions to computer graphics, non-photorealistic rendering, computer animation, and machine learning. Additional honors include being named an ACM Distinguished Member in 2015 and a Fellow of the Alfred P. Sloan Foundation in 2006.

Best Publications

  • Removing camera shake from a single photograph

    Rob Fergus;Barun Singh;Aaron Hertzmann;Sam T. Roweis

  • Image analogies

    Aaron Hertzmann;Charles E. Jacobs;Nuria Oliver;Brian Curless

  • Gaussian Process Dynamical Models for Human Motion

    J.M. Wang;D.J. Fleet;A. Hertzmann

  • Recovering non-rigid 3D shape from image streams

    C. Bregler;A. Hertzmann;H. Biermann

  • Style-based inverse kinematics

    Keith Grochow;Steven L. Martin;Aaron Hertzmann;Zoran Popović

  • Painterly rendering with curved brush strokes of multiple sizes

    Aaron Hertzmann

  • Style machines

    Matthew Brand;Aaron Hertzmann

  • Illustrating smooth surfaces

    Aaron Hertzmann;Denis Zorin

  • Learning hatching for pen-and-ink illustration of surfaces

    Evangelos Kalogerakis;Derek Nowrouzezahrai;Simon Breslav;Aaron Hertzmann

  • Learning 3D mesh segmentation and labeling

    Evangelos Kalogerakis;Aaron Hertzmann;Karan Singh

  • Gaussian Process Dynamical Models

    Jack Wang;Aaron Hertzmann;David M. Blei

  • Recognizing Image Style.

    Sergey Karayev;Matthew Trentacoste;Helen Han;Aseem Agarwala

  • Nonrigid Structure-from-Motion: Estimating Shape and Motion with Hierarchical Priors

    L. Torresani;A. Hertzmann;C. Bregler

  • Shape and Spatially-Varying BRDFs from Photometric Stereo

    Dan B Goldman;Brian Curless;Aaron Hertzmann;Steven M Seitz

  • Controlling Perceptual Factors in Neural Style Transfer

    Leon A. Gatys;Alexander S. Ecker;Matthias Bethge;Aaron Hertzmann

  • GANSpace: Discovering Interpretable GAN Controls

    Erik Härkönen;Aaron Hertzmann;Jaakko Lehtinen;Jaakko Lehtinen;Sylvain Paris

  • Learning physics-based motion style with nonlinear inverse optimization

    C. Karen Liu;Aaron Hertzmann;Zoran Popović

  • Example-based photometric stereo: shape reconstruction with general, varying BRDFs

    A. Hertzmann;S.M. Seitz

  • Keyframe-based tracking for rotoscoping and animation

    Aseem Agarwala;Aaron Hertzmann;David H. Salesin;Steven M. Seitz

  • Priors for people tracking from small training sets

    R. Urtasun;D.J. Fleet;A. Hertzmann;P. Fua

Frequent Co-Authors

David J. Fleet
David J. Fleet University of Toronto
Steven M. Seitz
Steven M. Seitz University of Washington
Aseem Agarwala
Aseem Agarwala Adobe Systems (United States)
Hailin Jin
Hailin Jin Adobe Systems (United States)
Brian Curless
Brian Curless University of Washington
Evangelos Kalogerakis
Evangelos Kalogerakis Technical University of Crete
Ken Perlin
Ken Perlin New York University
Jimei Yang
Jimei Yang Adobe Systems (United States)
Eli Shechtman
Eli Shechtman Adobe Systems (United States)
Zoran Popović
Zoran Popović University of Washington

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring an online degree in Computer Science opens up numerous study options and career directions. For those just starting, an associate's degree in computer science or information technology can be a cost-effective way to enter the tech field quickly, often in under two years.

Looking to advance your expertise? Many professionals pursue graduate education through online ed programs that allow for flexibility while working. These programs may lead to advanced roles in research, teaching, or specialized IT sectors.

With so many choices, finding good online colleges is essential for ensuring your degree is reputable and recognized by employers. Accreditation, cost, and curriculum should be considered closely.

For students interested in creative technology careers, you might consider a game art degree online. This is a fast-growing pathway combining programming skills with artistic design, leading to roles in the dynamic gaming industry.

Best Scientists Citing Aaron Hertzmann

Trending Scientists

Recently Published Articles