---
title: "Philip H. S. Torr — all works — Elamur Research"
description: "All 57 works of Philip H. S. Torr in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/philip-h-s-torr/works/"
---
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# Philip H. S. Torr — all works

57 works · [← Philip H. S. Torr](https://md.research.elamur.ai/free/en/authors/philip-h-s-torr/)

1. **[Point Transformer ↗](https://doi.org/10.1109/iccv48922.2021.01595) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Hengshuang Zhao et al.*2021 · 2,532 citations*
2. **[MLESAC: A New Robust Estimator with Application to Estimating Image Geometry ↗](https://doi.org/10.1006/cviu.1999.0832) Computer Vision and Image Understanding · no summary yet**Philip H. S. Torr, Andrew Zisserman*1999 · 2,400 citations*
3. **[Staple: Complementary Learners for Real-Time Tracking ↗](https://doi.org/10.1109/cvpr.2016.156) 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**Luca Bertinetto et al.*2016 · 1,791 citations*
4. **[Fast Online Object Tracking and Segmentation: A Unifying Approach ↗](https://doi.org/10.1109/cvpr.2019.00142) 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**Qiang Wang et al.*2019 · 1,513 citations*
5. **[Deeply Supervised Salient Object Detection with Short Connections ↗](https://doi.org/10.1109/cvpr.2017.563) 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**Qibin Hou et al.*2017 · 1,175 citations*
6. **[DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents ↗](https://doi.org/10.1109/cvpr.2017.233) 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**Namhoon Lee et al.*2017 · 1,085 citations*
7. **[Struck: Structured Output Tracking with Kernels ↗](https://doi.org/10.1109/tpami.2015.2509974) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Sam Hare et al.*2015 · 998 citations*
8. **[GA-Net: Guided Aggregation Net for End-To-End Stereo Matching ↗](https://doi.org/10.1109/cvpr.2019.00027) 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**Feihu Zhang et al.*2019 · 835 citations*
9. **[3D model acquisition from extended image sequences ↗](https://doi.org/10.1007/3-540-61123-1_181) Lecture notes in computer science · no summary yet**Paul A. Beardsley, P. Torr, Andrew Zisserman*1996 · 388 citations*
10. **[Managing extreme AI risks amid rapid progress ↗](https://doi.org/10.1126/science.adn0117) Science · no summary yet**Yoshua Bengio et al.*2024 · 382 citations*
11. **[OBJ CUT ↗](https://doi.org/10.1109/cvpr.2005.249) 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**Manish Kumar, Philip H. S. Torr, Andrew Zisserman*2005 · 329 citations*
12. **[PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00415) 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**Zitong Yu et al.*2022 · 301 citations*
13. **[Hand detection using multiple proposals ↗](https://doi.org/10.5244/c.25.75) British Machine Vision Conference (BMVC) · no summary yet**Arpit Mittal, Andrew Zisserman, Philip H. S. Torr*2011 · 269 citations*
14. **[Learning feed-forward one-shot learners ↗](https://openalex.org/W2962810352) neural information processing systems · no summary yet**Luca Bertinetto et al.*2016 · 256 citations*
15. **[Pixelwise Instance Segmentation with a Dynamically Instantiated Network ↗](https://doi.org/10.1109/cvpr.2017.100) 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**Anurag Arnab, Philip H. S. Torr*2017 · 228 citations*
16. **[Language Model Tokenizers Introduce Unfairness Between Languages](https://md.research.elamur.ai/free/en/papers/petrov-2023-language-model-tokenizers-introduce-unfairness/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Aleksandar Petrov, Emanuele La Malfa, Philip H. S. Torr, et al.*2023 · 206 citations*
17. **[Robust parameterization and computation of the trifocal tensor ↗](https://doi.org/10.1016/s0262-8856(97)00010-3) Image and Vision Computing · no summary yet**Philip H. S. Torr, Andrew Zisserman*1997 · 206 citations*
18. **[Using Hindsight to Anchor Past Knowledge in Continual Learning ↗](https://doi.org/10.1609/aaai.v35i8.16861) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Arslan Chaudhry et al.*2021 · 200 citations*
19. **[End-to-End Representation Learning for Correlation Filter Based Tracking ↗](https://doi.org/10.1109/cvpr.2017.531) 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**Jack Valmadre et al.*2017 · 198 citations*
20. **[Robust computation and parametrization of multiple view relations ↗](https://doi.org/10.1109/iccv.1998.710798) International Conference on Computer Vision · no summary yet**Philip H. S. Torr, Andrew Zisserman*1998 · 171 citations*
21. **[The Problem of Degeneracy in Structure and Motion Recovery from Uncalibrated Image Sequences ↗](https://doi.org/10.1023/a:1008140928553) International Journal of Computer Vision · no summary yet**Philip H. S. Torr, Andrew W Fitzgibbon, Andrew Zisserman*1999 · 156 citations*
22. **[Exploiting uncertainty in regression forests for accurate camera relocalization ↗](https://doi.org/10.1109/cvpr.2015.7299069) 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**Julien Valentin et al.*2015 · 154 citations*
23. **[MOSE: A New Dataset for Video Object Segmentation in Complex Scenes ↗](https://doi.org/10.1109/iccv51070.2023.01850) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Henghui Ding et al.*2023 · 148 citations*
24. **[Robust Detection of Degenerate Configurations while Estimating the Fundamental Matrix ↗](https://doi.org/10.1006/cviu.1997.0559) Computer Vision and Image Understanding · no summary yet**Philip H. S. Torr, Andrew Zisserman, Stephen J. Maybank*1997 · 121 citations*
25. **[Deep Deterministic Uncertainty: A New Simple Baseline ↗](https://doi.org/10.1109/cvpr52729.2023.02336) 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**Jishnu Mukhoti et al.*2023 · 118 citations*
26. **[Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation ↗](https://doi.org/10.1109/iccv.2019.00126) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Arnab Ghosh et al.*2019 · 116 citations*
27. **[Learning Layered Motion Segmentations of Video ↗](https://doi.org/10.1007/s11263-007-0064-x) International Journal of Computer Vision · no summary yet**M. P. Pavan Kumar, Philip H. S. Torr, Andrew Zisserman*2007 · 112 citations*
28. **[Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01063) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Feihu Zhang et al.*2021 · 109 citations*
29. **[Human Pose Estimation Using a Joint Pixel-wise and Part-wise Formulation ↗](https://doi.org/10.1109/cvpr.2013.459) 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**Ľubor Ladický, Philip H. S. Torr, Andrew Zisserman*2013 · 109 citations*
30. **[Target Identity-aware Network Flow for online multiple target tracking ↗](https://doi.org/10.1109/cvpr.2015.7298718) 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**Afshin Dehghan et al.*2015 · 108 citations*
31. **[Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification ↗](https://doi.org/10.1109/cvpr.2019.00083) 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**Song Bai et al.*2019 · 101 citations*
32. **[Maintaining multiple motion model hypotheses over many views to recover matching and structure ↗](https://doi.org/10.1109/iccv.1998.710762) International Conference on Computer Vision · no summary yet**Philip H. S. Torr, Andrew W Fitzgibbon, Andrew Zisserman*1998 · 101 citations*
33. **[Mesh Based Semantic Modelling for Indoor and Outdoor Scenes ↗](https://doi.org/10.1109/cvpr.2013.269) 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**Julien P. C. Valentin et al.*2013 · 100 citations*
34. **[Efficient discriminative learning of parts-based models ↗](https://doi.org/10.1109/iccv.2009.5459192) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Manish Kumar, Andrew Zisserman, Philip H. S. Torr*2009 · 84 citations*
35. **[OBJCUT: Efficient Segmentation Using Top-Down and Bottom-Up Cues ↗](https://doi.org/10.1109/tpami.2009.16) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Manish Kumar, P. Torr, Andrew Zisserman*82 citations*
36. **[Robust detection of degenerate configurations for the fundamental matrix ↗](https://doi.org/10.1109/iccv.1995.466820) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Philip H. S. Torr, Andrew Zisserman, Stephen J. Maybank*1995 · 72 citations*
37. **[Extending Pictorial Structures for Object Recognition ↗](https://doi.org/10.5244/c.18.81) British Machine Vision Conference (BMVC) · no summary yet**M. P. Pavan Kumar, Philip H. S. Torr, Andrew Zisserman*2004 · 70 citations*
38. **[Learning layered motion segmentations of video ↗](https://doi.org/10.1109/iccv.2005.138) no summary yet**M. P. Pavan Kumar, Philip H. S. Torr, Andrew Zisserman*2005 · 67 citations*
39. **[Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning ↗](https://doi.org/10.1109/tpami.2023.3312749) arXiv:2210.12971 · no summary yet**Nan Xue et al.*2022 · 53 citations*
40. **[An Invariant Large Margin Nearest Neighbour Classifier ↗](https://doi.org/10.1109/iccv.2007.4409041) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Manish Kumar, Philip H. S. Torr, Andrew Zisserman*2007 · 45 citations*
41. **[Learning Class-Specific Edges for Object Detection and Segmentation ↗](https://doi.org/10.1007/11949619_9) Lecture notes in computer science · no summary yet**Mukta Prasad et al.*2006 · 41 citations*
42. **[Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System](https://md.research.elamur.ai/free/en/papers/su-2025-many-heads-are-better-than/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haoyang Su, Renqi Chen, Shixiang Tang, et al.*2025 · 40 citations*
43. **[Solving Markov Random Fields using Second Order Cone Programming Relaxations ↗](https://doi.org/10.1109/cvpr.2006.283) 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**Manish Kumar, Philip H. S. Torr, Andrew Zisserman*2006 · 37 citations*
44. **[Computer Vision – ECCV 2008 ↗](https://doi.org/10.1007/978-3-540-88682-2) Lecture notes in computer science · no summary yet**Hutchison, David et al.*2008 · 36 citations*
45. **[Learning Layered Pictorial Structures from Video. ↗](https://openalex.org/W1553814272) no summary yet**M. P. Pavan Kumar, Philip H. S. Torr, Andrew Zisserman*2004 · 29 citations*
46. **[Proceedings of the 10th European Conference on Computer Vision: Part III ↗](https://openalex.org/W2913503967) no summary yet**David Alexander Forsyth, Philip H. S. Torr, Andrew Zisserman*2008 · 18 citations*
47. **[No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages ↗](https://aclanthology.org/2024.emnlp-main.1165/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Youssef Mohamed et al.*2024 · 16 citations*
48. **[Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models](https://md.research.elamur.ai/free/en/papers/gao-2025-benchmarking-open-ended-audio-dialogue/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kuofeng Gao, Shu-Tao Xia, Ke Xu, et al.*2025 · 12 citations*
49. **[Taxonomic Multi-class Prediction and Person Layout Using Efficient Structured Ranking ↗](https://doi.org/10.1007/978-3-642-33709-3_18) Lecture notes in computer science · no summary yet**Arpit Mittal et al.*2012 · 12 citations*
50. **[Estimation with Bilinear Constraints in Computer Vision ↗](https://openalex.org/W1535989308) International Conference on Computer Vision · no summary yet**P. Torr, Andrew Zisserman*1998 · 11 citations*
51. **[Latent SVMs for Human Detection with a Locally Affine Deformation Field ↗](https://doi.org/10.5244/c.26.10) British Machine Vision Conference (BMVC) · no summary yet**Ľubor Ladický, Philip H. S. Torr, Andrew Zisserman*2012 · 7 citations*
52. **[Cooperating motion processes ↗](https://doi.org/10.1007/978-1-4471-1921-0_19) Springer eBooks · no summary yet**Philip H. S. Torr et al.*1991 · 7 citations*
53. **[Near to Mid-term Risks and Opportunities of Open-Source Generative AI ↗](https://arxiv.org/abs/2404.17047) arXiv (Cornell University) · no summary yet**Francisco Eiras et al.*2024 · 4 citations*
54. **[An Object Category Specific mrf for Segmentation ↗](https://doi.org/10.1007/11957959_30) Lecture notes in computer science · no summary yet**Manish Kumar, Philip H. S. Torr, Andrew Zisserman*2006 · 2 citations*
55. **[Knowing who to listen to: Prioritizing experts from a diverse ensemble for attribute personalization ↗](https://doi.org/10.1109/icip.2016.7533204) Proceedings - International Conference on Image Processing · no summary yet**Shrenik Lad et al.*2016 · 1 citation*
56. **[Computer vision — ECCV 2008 : 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008 : proceedings ↗](https://openalex.org/W1572338378) no summary yet**David Alexander Forsyth, Philip H. S. Torr, Andrew Zisserman*2008 · 1 citation*
57. **[Human layout estimation using structured output learning ↗](https://openalex.org/W2269920173) no summary yet**Andrew Zisserman, Philip H. S. Torr*2012*