---
title: "Anton van den Hengel — author profile and papers in our library"
description: "Anton van den Hengel, UNSW Sydney: 2 papers on Elamur Research (2017–2026), h-index 78 — affiliations, topics, co-authors and who…"
canonical: "https://research.elamur.ai/free/en/authors/anton-van-den-hengel/"
---
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# Anton van den Hengel

Anton van den Hengel has 2 papers in our library, in 2017–2026, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Ian D. Reid](https://md.research.elamur.ai/free/en/authors/ian-d-reid/), [Mark Johnson](https://md.research.elamur.ai/free/en/authors/mark-johnson/), [Mingkai Tian](https://md.research.elamur.ai/free/en/authors/mingkai-tian/).

2 papers in our library · 2017–2026

[OpenAlex](https://openalex.org/A5028024287) · [ORCID](https://orcid.org/0000-0003-3027-8364) · [Wikidata](https://www.wikidata.org/wiki/Q88221461) · [**h-index 78**](https://openalex.org/authors/A5028024287) · [439 works](https://openalex.org/works?filter=author.id:A5028024287) · [28,297 citations](https://openalex.org/works?filter=author.id:A5028024287&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/#papers) · [🔗 Cited 503 times in our library](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/cited-by/) · [20 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1928](https://md.research.elamur.ai/free/en/paper-stars/page/20/#star-1928)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Anton+van+den+Hengel) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Anton+van+den+Hengel) · [dblp](https://dblp.org/search?q=Anton+van+den+Hengel) · [ACL Anthology](https://aclanthology.org/search/?q=Anton+van+den+Hengel)

## Affiliations

[🎓**The University of Adelaide** Adelaide · Australia 1980–2026 · 321 papersEducationEmployment*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-adelaide/) · [🎓**Adelaide University** Adelaide · Australia 2000–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/adelaide-university/) · [🎓**UNSW Sydney** Sydney · Australia 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/unsw-sydney/) · [🔬**Australian Centre for Robotic Vision** Brisbane · Australia 2015–2020 · 19 papers](https://ror.org/02zv9xv82) · [🏢**Amazon** Seattle · United States 2022–2024 · 8 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🏛️**Australian Research Council** Canberra · Australia 2015 · 2 papers](https://ror.org/05mmh0f86)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

## Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Control and Systems Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/control-and-systems-engineering/)

🧭 Topics 1 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Works by year

### 2020s

[**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/year/2026/)

### 2010s

[**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/year/2017/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments](https://md.research.elamur.ai/free/en/papers/anderson-2017-vision-language-navigation-interpreting-visually/)** *(2017 · 1,414 citations)* The paper addresses how an agent can follow free-form spoken-style route directions using only what it sees inside real buildings it has never visited.
2. **[The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning](https://md.research.elamur.ai/free/en/papers/tian-2026-devil-is-distributions-explicit-modeling/)** *(2026)* Zero-shot video captioning means describing videos without training on paired video-text data. Current text-only approaches retrieve textual prompts through CLIP at a single level of detail, such as noun phrases or full sentences. As a result, their captions often capture one salient element and miss interactions or…

## All works

22 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. **[Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection ↗](https://doi.org/10.1109/iccv.2019.00179) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Dong Gong et al.*2019 · 1,808 citations*
2. **[Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments](https://md.research.elamur.ai/free/en/papers/anderson-2017-vision-language-navigation-interpreting-visually/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Peter Anderson, Qi Wu, Damien Teney, et al.*2017 · 1,414 citations*
3. **[Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2016.348) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Guosheng Lin et al.*2016 · 872 citations*
4. **[Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs ↗](https://doi.org/10.1109/cvpr.2015.7298715) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Bo Li et al.*2015 · 601 citations*
5. **[What Value Do Explicit High Level Concepts Have in Vision to Language Problems? ↗](https://doi.org/10.1109/cvpr.2016.29) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qi Wu et al.*2016 · 484 citations*
6. **[Graph-Structured Representations for Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2017.344) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Damien Teney, Lingqiao Liu, Anton van den Hengel*2017 · 476 citations*
7. **[From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur ↗](https://doi.org/10.1109/cvpr.2017.405) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dong Gong et al.*2017 · 448 citations*
8. **[Learning to rank in person re-identification with metric ensembles ↗](https://doi.org/10.1109/cvpr.2015.7298794) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel*2015 · 396 citations*
9. **[Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources ↗](https://doi.org/10.1109/cvpr.2016.500) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qi Wu et al.*2016 · 384 citations*
10. **[Attention-Guided Network for Ghost-Free High Dynamic Range Imaging ↗](https://doi.org/10.1109/cvpr.2019.00185) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qingsen Yan et al.*2019 · 317 citations*
11. **[Explicit Knowledge-based Reasoning for Visual Question Answering ↗](https://doi.org/10.24963/ijcai.2017/179) International Joint Conference on Artificial Intelligence · no summary yet**Peng Wang et al.*2015 · 278 citations*
12. **[Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks ↗](https://doi.org/10.1109/cvpr.2019.00206) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Peng Wang et al.*2019 · 274 citations*
13. **[Part-Based Visual Tracking with Online Latent Structural Learning ↗](https://doi.org/10.1109/cvpr.2013.306) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Rui Yao et al.*2013 · 200 citations*
14. **[Less is More: Zero-Shot Learning from Online Textual Documents with Noise Suppression ↗](https://doi.org/10.1109/cvpr.2016.247) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ruizhi Qiao et al.*2016 · 183 citations*
15. **[The treasure beneath convolutional layers: Cross-convolutional-layer pooling for image classification ↗](https://doi.org/10.1109/cvpr.2015.7299107) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Lingqiao Liu, Chunhua Shen, Anton van den Hengel*2015 · 180 citations*
16. **[Multi-attention Network for One Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.658) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Peng Wang et al.*2017 · 96 citations*
17. **[Blind Image Deconvolution by Automatic Gradient Activation ↗](https://doi.org/10.1109/cvpr.2016.202) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dong Gong et al.*2016 · 86 citations*
18. **[Learning Compact Binary Codes for Visual Tracking ↗](https://doi.org/10.1109/cvpr.2013.313) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xi Li et al.*2013 · 77 citations*
19. **[Infinite Variational Autoencoder for Semi-Supervised Learning ↗](https://doi.org/10.1109/cvpr.2017.90) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**M. Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel*2017 · 70 citations*
20. **[Unshuffling Data for Improved Generalization in Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00145) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Damien Teney, Ehsan Abbasnejad, Anton van den Hengel*2021 · 66 citations*
21. **[Mining Mid-level Visual Patterns with Deep CNN Activations ↗](https://doi.org/10.1007/s11263-016-0945-y) International Journal of Computer Vision · no summary yet**Yao Li et al.*2016 · 51 citations*
22. **[The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning](https://md.research.elamur.ai/free/en/papers/tian-2026-devil-is-distributions-explicit-modeling/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Mingkai Tian, Guorong Li, Yuankai Qi, et al.*2026*

## Co-authors here

6 co-authors with a page, the most papers together first.

- [Ian D. Reid](https://md.research.elamur.ai/free/en/authors/ian-d-reid/)
- [Mark Johnson](https://md.research.elamur.ai/free/en/authors/mark-johnson/)
- [Mingkai Tian](https://md.research.elamur.ai/free/en/authors/mingkai-tian/)
- [Peter Anderson](https://md.research.elamur.ai/free/en/authors/peter-anderson/)
- [Qi Wu](https://md.research.elamur.ai/free/en/authors/qi-wu/)
- [Stephen Gould](https://md.research.elamur.ai/free/en/authors/stephen-gould/)

## Venues

Where their works here were published, the most works first, with the editions of those that have a page.

- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×16
- IEEE/CVF International Conference on Computer Vision (ICCV) ×2
- [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)
- [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/): [IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/)
- International Joint Conference on Artificial Intelligence
- International Journal of Computer Vision

## Cited by

Papers of our library cite their works 503 times (of the 149,439 papers whose bibliographies we read); [41 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/anton-van-den-hengel/cited-by/).

Updated 1 November 2026