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Personal profile

Research interests

I am a Royal Society Industry Fellow and work in the Department of Computer Science as a Reader (Associate Professor) in Visual Computing and Machine Learning. I am an investigator in the CAMERA research centre and the Visual Computing Group as well as a co-director of the university's research centre in Mathematics and Algorithms for Data.

I am interested in the modelling of shape and the use of machine learning techniques applied in the domain of computer vision (processing images from the real world) and graphics (creating and manipulating new images). Shape is such a fundamental component of graphics and vision that research in this field unifies the two subjects and there is obviously a great advantage to solving problems in both areas simultaneously since they help one-another. My latest ongoing research aims to learn automatically models of both man-made and natural shapes, and produce intelligent systems that make it easier to process, create and manipulate images. For further details please see my personal homepage for further details and publications.

Willing to supervise doctoral students

Please see the link here for details on open PhD and PostDoc positions in my group.

Education/Academic qualification

Engineering, Doctor of Philosophy, University of Cambridge

20062010

Award Date: 14 May 2011

Engineering, Master of Engineering, University of Cambridge

20022006

External positions

Honorary Associate Professor, University College London

2018 → …

Royal Society Industry Fellow, The Royal Society

2017 → …

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects

Digital diagnostics for smarter healthcare in Africa

Campbell, N.

1/05/2030/04/21

Project: Research council

SmartROTO (resubmission)

Campbell, N.

Innovate UK

1/04/1931/12/20

Project: Central government, health and local authorities

The Rheumatoid Arthritis Flare Up Profiler

Cosker, D. & Campbell, N.

Innovate UK

1/11/1831/07/20

Project: Central government, health and local authorities

Research Output

Monotonic Gaussian Process Flow

Ustyuzhaninov, I., Kazlauskaite, I., Ek, C. H. & Campbell, N., 3 Jun 2020.

Research output: Contribution to conferencePaper

Open Access
File
10 Downloads (Pure)

The GAN that Warped: Semantic Attribute Editing with Unpaired Data

Dorta, G., Vicente, S., Campbell, N. & Simpson, I., 2020, (Acceptance date).

Research output: Contribution to conferencePaper

Open Access
File
16 Downloads (Pure)

Compositional Uncertainty in Deep Gaussian Processes

Ustyuzhaninov, I., Kazlauskaite, I., Kaiser, M., Bodin, E., Campbell, N. & Ek, C. H., 13 Dec 2019.

Research output: Contribution to conferencePaper

File
11 Downloads (Pure)

DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures

Lawrence, A., Ek, C. H. & Campbell, N., 9 Jun 2019, Proceedings of the 36th International Conference on Machine Learning. Chaudhuri, K. & Salakhutdinov, R. (eds.). Long Beach, California, USA: PMLR, Vol. 97. p. 3682-3691 10 p. (Proceedings of Machine Learning Research).

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

Open Access
File
74 Downloads (Pure)

Thesis

Automatic scoring of X-rays in Psoriatic Arthritis

Author: Rambojun, A., 13 May 2020

Supervisor: Shaddick, G. (Supervisor), Shardlow, T. (Supervisor), Campbell, N. (Supervisor) & Tillett, W. (Supervisor)

Student thesis: Doctoral ThesisPhD

File

Efficient Accumulation, Analysis and Visualisation of Full-Waveform LiDAR in a Volumetric Representation with Applications to Forestry

Author: Miltiadou, M., 11 Dec 2017

Supervisor: Brown, M. (Supervisor), Campbell, N. (Supervisor), Cosker, D. (Supervisor) & Grant, M. (External person) (Supervisor)

Student thesis: Doctoral ThesisDoctor of Engineering (EngD)

File

E-StopMotion: Reconstructing and Enhancing 3D Animation of Stop Motion Characters by Reverse Engineering Plasticine Deformation

Author: Ciucanu, A., 19 Jun 2019

Supervisor: Campbell, N. (Supervisor) & Cosker, D. (Supervisor)

Student thesis: Doctoral ThesisDoctor of Engineering (EngD)

File

Gaussian Process Deep Belief Networks: A Smooth Generative Model of Shape with Uncertainty Propagation

Author: Di Martino, A., 19 Nov 2019

Supervisor: Campbell, N. (Supervisor) & Cosker, D. (Supervisor)

Student thesis: Doctoral ThesisPhD

File

Learning models for intelligent photo editing

Author: Dorta, G., 24 Jun 2020

Supervisor: Yang, Y. (Supervisor), Campbell, N. (Supervisor), Simpson, I. (External person) (Supervisor) & Vicente, S. (External person) (Supervisor)

Student thesis: Doctoral ThesisDoctor of Engineering (EngD)

File