World's Best Scientists 2026 revealed!
Anton van den Hengel

Anton van den Hengel

Award Badge
Computer Science
Australia
2025

D-Index & Metrics

Computer Science

D-Index
84
Citations
35253
World Ranking
835
National Ranking
19

Anton van den Hengel 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 Anton van den Hengel 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: 250 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: 560 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: 424 scientists 242–251 publications: 408 scientists 252–261 publications: 378 scientists 262–271 publications: 300 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: 364 publications — 83rd percentile

83% of scientists in this discipline score the same or lower.

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

Anton van den Hengel 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 Anton van den Hengel sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 984 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 969 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 765 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 517 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: 84 D-Index — 94th percentile

94% 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

  • 2025 - Research.com Computer Science in Australia Leader Award
  • 2023 - Research.com Computer Science in Australia Leader Award
  • 2022 - Research.com Computer Science in Australia Leader Award
  • 2009 - ACM Senior Member

Overview

Anton van den Hengel is affiliated with the University of Adelaide in Australia and specializes in the field of Computer Science, with a focus on Artificial Intelligence and Computer Vision and Pattern Recognition.

Their research covers several key topics, including:

  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Topic Modeling
  • Advanced Image Processing Techniques
  • Advanced Vision and Imaging
  • Anomaly Detection Techniques and Applications

Anton van den Hengel has a robust record of publications in prominent scientific venues. Frequent publication venues include:

  • arXiv (Cornell University)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • International Journal of Computer Vision

Notable recent papers include:

  • Active Learning by Feature Mixing, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Learning Deep Gradient Descent Optimization for Image Deconvolution, 2020, IEEE Transactions on Neural Networks and Learning Systems
  • Towards Effective Deep Embedding for Zero-Shot Learning, 2020, IEEE Transactions on Circuits and Systems for Video Technology
  • On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law, 2020, arXiv (Cornell University)
  • The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Frequent co-authors collaborating with Anton van den Hengel include:

  • Qinfeng Shi
  • Ehsan Abbasnejad
  • Chunhua Shen
  • Dong Gong
  • Johan Verjans

Anton van den Hengel was recognized as an ACM Senior Member in 2009.

Best Publications

  • Deep Learning for Anomaly Detection: A Review

    Guansong Pang;Chunhua Shen;Longbing Cao;Anton Van Den Hengel

  • Image-Based Recommendations on Styles and Substitutes

    Julian McAuley;Christopher Targett;Qinfeng Shi;Anton van den Hengel

  • Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

    Zifeng Wu;Chunhua Shen;Anton van den Hengel

  • Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

    Dong Gong;Lingqiao Liu;Vuong Le;Budhaditya Saha

  • Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation

    Guosheng Lin;Chunhua Shen;Anton van den Hengel;Ian Reid

  • Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments

    Peter Anderson;Qi Wu;Damien Teney;Jake Bruce

  • A survey of appearance models in visual object tracking

    Xi Li;Weiming Hu;Chunhua Shen;Zhongfei Zhang

  • REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

    José Ignacio Orlando;Huazhu Fu;João Barbossa Breda;Karel van Keer

  • Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs

    Bo Li;Chunhua Shen;Yuchao Dai;Anton van den Hengel

  • What Value Do Explicit High Level Concepts Have in Vision to Language Problems

    Qi Wu;Chunhua Shen;Lingqiao Liu;Anthony Dick

  • Learning to rank in person re-identification with metric ensembles

    Sakrapee Paisitkriangkrai;Chunhua Shen;Anton van den Hengel

  • FVQA: Fact-Based Visual Question Answering

    Peng Wang;Qi Wu;Chunhua Shen;Anthony Dick

  • Fast Supervised Hashing with Decision Trees for High-Dimensional Data

    Guosheng Lin;Chunhua Shen;Qinfeng Shi;Anton van den Hengel

  • Image Captioning and Visual Question Answering Based on Attributes and External Knowledge

    Qi Wu;Chunhua Shen;Peng Wang;Anthony Dick

  • Visual question answering: A survey of methods and datasets

    Qi Wu;Damien Teney;Peng Wang;Chunhua Shen

  • From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur

    Dong Gong;Jie Yang;Lingqiao Liu;Yanning Zhang

  • Graph-Structured Representations for Visual Question Answering

    Damien Teney;Lingqiao Liu;Anton van den Hengel

  • Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge

    Damien Teney;Peter Anderson;Xiaodong He;Anton van den Hengel

  • Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources

    Qi Wu;Peng Wang;Chunhua Shen;Anthony Dick

  • Deep Anomaly Detection with Deviation Networks

    Guansong Pang;Chunhua Shen;Anton van den Hengel

  • Is face recognition really a Compressive Sensing problem

    Qinfeng Shi;Anders Eriksson;Anton van den Hengel;Chunhua Shen

Frequent Co-Authors

Chunhua Shen
Chunhua Shen Zhejiang University
Anthony Dick
Anthony Dick University of Adelaide
Qinfeng Shi
Qinfeng Shi University of Adelaide
Qi Wu
Qi Wu University of Adelaide
Lingqiao Liu
Lingqiao Liu University of Adelaide
Ian Reid
Ian Reid University of Adelaide
Guosheng Lin
Guosheng Lin Nanyang Technological University
Yanning Zhang
Yanning Zhang Northwestern Polytechnical University
Lei Zhang
Lei Zhang Hong Kong Polytechnic University
Mingkui Tan
Mingkui Tan South China University of Technology

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