🧑‍🔬 Ian D. Reid

🏛️ Affiliations

🎓The University of AdelaideAdelaide · Australia2012–2025 · 199 papersEmployment since 2012 · Professor, Computer Science🎓University of OxfordOxford · United Kingdom1988–2013 · 135 papersEducation 1988–1992 · D.Phil., Engineering Science🔬Australian Centre for Robotic VisionBrisbane · Australia2015–2022 · 36 papers🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi · United Arab Emirates2023–2025 · 16 papersEmployment since 2023 · Professor and Department Chair, Computer Vision🏢Numerical Algorithms GroupOxford · United Kingdom1990–1992 · 4 papers🎓Queensland University of TechnologyBrisbane · Australia2018 · 3 papers🎓Monash UniversityMelbourne · Australia2018–2022 · 2 papers🎓The University of Western AustraliaPerth · Australia1984–1987Education 1984–1987 · BSc, Computer Science

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

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

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments (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. Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models (2025 · 2 citations)
   Vision-and-Language Navigation (VLN) research is almost entirely English. This paper asks whether language models can plan indoor routes from Arabic instructions as well as from English ones, and whether an Arabic-centric model helps. The authors machine-translated the R2R dataset into Arabic with the Groq API. The…

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. Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHamid Rezatofighi et al.2019 · 6,279 citations
2. RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetGuosheng Lin et al.2017 · 3,210 citations
3. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environmentsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionPeter Anderson, Qi Wu, Damien Teney, et al.2017 · 1,414 citations
4. Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetGuosheng Lin et al.2016 · 872 citations
5. Single View Metrology ↗International Journal of Computer Vision · no summary yetAntonio Criminisi, Ian D. Reid, Andrew Zisserman2000 · 621 citations
6. TopNet: Structural Point Cloud Decoder ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLyne P. Tchapmi et al.2019 · 520 citations
7. From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDong Gong et al.2017 · 448 citations
8. Attention-Guided Network for Ghost-Free High Dynamic Range Imaging ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQingsen Yan et al.2019 · 317 citations
9. Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimizing Global Loss Functions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetB. G. Vijay Kumar, Gustavo Carneiro, Ian D. Reid2016 · 238 citations
10. A plane measuring device ↗Image and Vision Computing · no summary yetAntonio Criminisi, Ian D. Reid, Andrew Zisserman1999 · 231 citations
11. Joint tracking and segmentation of multiple targets ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAnton Milan et al.2015 · 187 citations
12. Structured Learning of Human Interactions in TV Shows ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetAlonso Patron-Perez et al.2012 · 175 citations
13. Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells ↗arXiv:1810.10804 · no summary yetVladimir Nekrasov et al.2018 · 174 citations
14. Dense Reconstruction Using 3D Object Shape Priors ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAmaury Dame et al.2013 · 135 citations
15. High Five: Recognising human interactions in TV shows ↗British Machine Vision Conference (BMVC) · no summary yetAlonso Patron-Perez et al.2010 · 135 citations
16. Metric calibration of a stereo rig ↗no summary yetAndrew Zisserman, Paul A. Beardsley, Ian D. Reid1995 · 104 citations
17. Goal-directed video metrology ↗Lecture notes in computer science · no summary yetIan D. Reid, Andrew Zisserman1996 · 88 citations
18. Scalable Place Recognition Under Appearance Change for Autonomous Driving ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetAnh-Dzung Doan et al.2019 · 74 citations
19. Duality, rigidity and planar parallax ↗Lecture notes in computer science · no summary yetAntonio Criminisi, Ian D. Reid, Andrew Zisserman1998 · 62 citations
20. Active visual navigation using non-metric structure ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetPaul A. Beardsley et al.1995 · 56 citations
21. Linear auto-calibration for ground plane motion ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJ. Knight, Andrew Zisserman, Ian D. Reid29 citations
22. Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art ModelsarXiv:2501.05478Malak Mansour, Ahmed Aly, Bahey Tharwat, et al.2025 · 2 citations

🤝 Co-authors here

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

• Anton van den Hengel
• Mark Johnson
• Peter Anderson
• Qi Wu
• 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 ×10
• Lecture notes in computer science ×2
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017
• British Machine Vision Conference (BMVC)
• IEEE International Conference on Computer Vision (ICCV)
• IEEE Transactions on Pattern Analysis and Machine Intelligence
• IEEE/CVF International Conference on Computer Vision (ICCV)
• Image and Vision Computing
• International Journal of Computer Vision

🔗 Cited by

Papers of our library cite their works 508 times (of the 149,439 papers whose bibliographies we read); 36 citing papers with a page here →.

Updated 1 November 2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/ian-d-reid/