• Room 03.013 - Computer Science Building

    United Kingdom

20002020

Research output per year

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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

Research Output

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 proceedingConference contribution

Open Access
File
  • 2 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 proceedingConference contribution

  • 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 proceedingConference contribution

    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 proceedingConference contribution

  • Object Guided External Memory Network for Video Object Detection

    Deng, H., Hua, Y., Song, T., Zhang, Z., Xue, Z., Ma, R., Robertson, N. & Guan, H., 27 Feb 2020, 2019 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 2 Citations (Scopus)
    39 Downloads (Pure)

    Prizes

    1851 Royal Commission Industrial Fellowship

    Robertson, Neil (Recipient), 01 Apr 2003

    Prize: Fellowship awarded competitively

    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)

    Best Student Paper Prize (SPIE Conference)

    Iain Rodger (Recipient) & Robertson, Neil (Recipient), 29 Sep 2016

    Prize: Prize (including medals and awards)

  • DSTL Wide-Area Motion Imagery Challenge

    Rolf H. Baxter (Recipient) & Robertson, Neil (Recipient), 28 Feb 2016

    Prize: Prize (including medals and awards)

  • Shortlisted for the RAEng MacRobert Award

    Robertson, Neil (Recipient), 07 Mar 2019

    Prize: Other distinction

  • Activities

    ChaLearn Challenge and Workshop on "Fairness in Face Recognition"

    Neil Robertson (Organiser), , Rama Chellappa (Organiser), & Sergio Escalera (Organiser)

    23 Aug 202028 Aug 2020

    Activity: Participating in or organising an event typesParticipation in conference

    Cattle Eye Ltd (External organisation)

    Neil Robertson (Board Member)

    Dec 2019

    Activity: Membership typesMembership of board

    External Examiner of PhD, Queen Mary, University of London

    Neil Robertson (Examiner)

    17 Oct 2019

    Activity: Examination typesPhD external examination

    EPSRC-DSTL Theme Meeting on Deep Learning

    Neil Robertson (Chair)

    14 Nov 2019

    Activity: Participating in or organising an event typesParticipation in workshop, seminar, course

    Qinetiq Ltd (External organisation)

    Neil Robertson (Member)

    06 Apr 2018

    Activity: Membership typesMembership of peer review panel or committee

    Thesis

    Example Weighting for Deep Representation Learning

    Author: Wang, X., Dec 2020

    Supervisor: Robertson, N. (Supervisor) & Hua, Y. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy

    File