Stephen J. Maybank
Also known as Steve Maybank, Stephen John Maybank
Stephen J. Maybank is a computer vision researcher whose work connects camera calibration with machine learning for vision. He studied mathematics at King's College Cambridge, earned a computer science PhD at Birkbeck, and worked at GEC and Reading before his Birkbeck professorship. His camera self-calibration research earned the 2008 Koenderink Prize, and he became a Fellow of the IEEE in 2011. Recent work covers video object detection, knowledge distillation, and object tracking; as of October 2026, he is an emeritus professor of computer science at Birkbeck.
- Works
- 271
- Citations
- 22,884
- h-index
- 55
Publication numbers from OpenAlex, as of 15 October 2026.
Timeline
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1976–2003
Mathematics and research
At King's College Cambridge, he earns a first-class mathematics BA in 1976 and completes Part III of the Mathematical Tripos with distinction in 1977. He completes a computer science PhD at Birkbeck in 1988. GEC employs him as a research scientist from 1980 to 1995, including a secondment to Oxford from 1993 to 1995; Reading appoints him as a lecturer in 1995 and promotes him to reader in 1999.
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1992–1993
Camera calibration and reconstruction
With Olivier D. Faugeras and Quang-Tuan Luong, he coauthors the 1992 ECCV paper “Camera Self-Calibration: Theory and Experiments.” His 1993 book, “Theory of Reconstruction from Image Motion,” explains how image motion can reveal camera movement and object shape.
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2004–2020
Professor at Birkbeck
In 2004, he becomes a professor at Birkbeck and holds the post through September 2020. His research includes camera calibration, structure from motion, image processing, optical flow, and computer vision.
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2008
A Koenderink Prize
At ECCV in 2008, he receives the Koenderink Prize.
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2011
Fellow of the IEEE
The IEEE names him a Fellow in 2011.
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2017–2026
Deep learning for vision
With collaborators, he coauthors a 2017 CVPR paper titled “Spatio-temporal self-organizing map deep network for dynamic object detection from videos.” In 2020, he coauthors the arXiv survey “Knowledge Distillation: A Survey,” which describes how a small student model learns from a large teacher model. A 2026 paper lists him among the coauthors of “Ocean: Object-aware Anchor-free Tracking with Matching-relation Learning.”
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2019
Election to Academia Europaea
Academia Europaea elects him to its Informatics section in 2019.
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As of October 2026
Emeritus professor at Birkbeck
As of October 2026, he is an emeritus professor of computer science at Birkbeck.
Sources and credits
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- Stephen Maybank - Curriculum Vitae
- Academy of Europe: Maybank Stephen
- ECCV 1992
- Theory of Reconstruction from Image Motion
- Stephen Maybank - Selected Publications
- Knowledge Distillation: A Survey
- Ocean: Object-aware Anchor-free Tracking with Matching-relation Learning
- Staff in the School of Computing and Mathematical Sciences