Projects per year
Personal profile
Research Interests
Professor Robertson researches new underpinning machine learning methods for visual analytics and his principal research focus is activity recognition in real video. He started his career in the UK Scientific Civil Service with DERA (2000-2002) and QinetiQ (2002-2007) and was the 1851 Royal Commission Fellow at Oxford University (2003–2006).
His autonomous systems, defence and security research is extensive. Highlights include 5-year EPSRC Programmes UDRC Phase 2 (2012-2017) and 3 (2018-2023), and the EPSRC RAS CDT (2013-2018). He is regular contributor to the major computer vision and machine learning conferences including CVPR, ICCV and ECCV, as well as AAAI.
Neil is also a leader in technology innovation and is the technical co-founder of two vision companies which have attracted large investment. Through this work he collaborates closely with major technology organisations including Microsoft, Qualcomm and Bosch.
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Projects
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R8454ECI: Deep domain adaptation for general object classification and detection in infra-red
10/04/2019 → …
Project: Research
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R5073ECI: Deploying Computer Vision Tasks in the Wild Driven by Meta-learning
15/06/2018 → …
Project: Research
Research Output
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DADA: Differentiable Automatic Data Augmentation
Li, Y., Hu, G., wang, Y., Hospedales, T., Robertson, N. & Yang, Y., 02 Jul 2020, (Accepted) European Conference on Computer Vision 2020 23/08/2020 → 28/08/2020 Glasgow, United Kingdom. Springer, 16 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile2 Downloads (Pure) -
Deep Metric Learning for Proteomics
Lennox, M., Devereux, B. & Robertson, N., 16 Sep 2020, (Accepted) IEEE 2020 International Conference on Machine Learning and Applications. IEEE , (1111-1111).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Expanding the Vocabulary of a Protein: Application of Subword Algorithms to Protein Sequence Modelling
Lennox, M., Robertson, N. & Devereux, B., 27 Aug 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society: Proceedings. Vol. 2020. p. 2361-2367 7 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Imbalance Robust Softmax for Deep Embedding Learning
Zhu, H., Yuan, Y., Hu, G., Wu, X. & Robertson, N., 16 Sep 2020, (Accepted) Asian Conference on Computer Vision 2020 30/11/2020: Kyoto, Japan. (1111-1111).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Improving detection and recognition of degraded faces by discriminative feature restoration using gan
Ghosh, S. S., Hua, Y., Mukherjee, S. S. & Robertson, N., 16 May 2020, (Accepted) IEEE International Conference on Image Processing.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Prizes
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1851 Royal Commission Industrial Fellowship
Robertson, Neil (Recipient), 01 Apr 2003
Prize: Fellowship awarded competitively
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Best Paper Prize (IMA Conference)
Abbott, Rachael (Recipient), Martinez-del-Rincon, Jesus (Recipient) & Robertson, Neil (Recipient), 23 Nov 2017
Prize: Prize (including medals and awards)
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Best Student Paper Prize (SPIE Conference)
Iain Rodger (Recipient) & Robertson, Neil (Recipient), 29 Sep 2016
Prize: Prize (including medals and awards)
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DSTL Wide-Area Motion Imagery Challenge
Rolf H. Baxter (Recipient) & Robertson, Neil (Recipient), 28 Feb 2016
Prize: Prize (including medals and awards)
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Shortlisted for the RAEng MacRobert Award
Robertson, Neil (Recipient), 07 Mar 2019
Prize: Other distinction
Activities
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ChaLearn Challenge and Workshop on "Fairness in Face Recognition"
Neil Robertson (Organiser), , Rama Chellappa (Organiser), & Sergio Escalera (Organiser)
23 Aug 2020 → 28 Aug 2020Activity: Participating in or organising an event types › Participation in conference
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International Joint Conference on Artificial Intelligence (Event)
Neil Robertson (Peer reviewer)
Nov 2020 → Feb 2021Activity: Publication peer-review and editorial work types › Publication peer-review
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AAAI Conference on Artificial Intelligence 2020 (Event)
Neil Robertson (Peer reviewer)
Nov 2020 → Dec 2020Activity: Publication peer-review and editorial work types › Publication peer-review
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External Examiner of PhD, Queen Mary, University of London
Neil Robertson (Examiner)
17 Oct 2019Activity: Examination types › PhD external examination
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Cattle Eye Ltd (External organisation)
Neil Robertson (Board Member)
2019 → …Activity: Membership types › Membership of board
Press / Media
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Thales Case Study: How Thales leveraged UDRC funding to accelerate the use of artificial intelligence
27/02/2020
1 Media contribution
Press/Media: Research
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Surveillance Startup Wins Microsoft Backing as a ‘Tool for Good’
18/06/2019
1 Media contribution
Press/Media: Research
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AnyVision Closes $74 Million Series A with New Participation from M12 and DFJ Growth
18/06/2019
1 item of Media coverage
Press/Media: Research
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The World's Biggest Banks Are Doubling Down On Artificial Intelligence
24/02/2019
1 item of Media coverage
Press/Media: Research
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Thesis
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Example Weighting for Deep Representation Learning
Author: Wang, X., Dec 2020Supervisor: Robertson, N. (Supervisor) & Hua, Y. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy
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