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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 Senior Lecturer (Associate Professor) in Visual Computing and Machine Learning. I am an investigator in the CAMERA research centre and the Visual Computing Group.

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 PhD

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

Engineering, Master of Engineering, University of Cambridge

20022006

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Projects 2013 2021

The Rheumatoid Arthritis Flare Up Profiler

Cosker, D. & Campbell, N.

1/09/1831/12/19

Project: Central government, health and local authorities

OC37R17P

Lutteroth, C. & Campbell, N.

1/05/1830/04/21

Project: EU Commission

Learning Generative Models of Animal Shape

Campbell, N.

31/03/1830/03/20

Project: Research council

Microscopic examination
Microscopes
Blood
Computer vision
Cells

Research Output 2008 2018

Detection of dead standing Eucalyptus camaldulensis without tree delineation for managing biodiversity in native Australian forest

Miltiadou, M., Campbell, N. D. F., Gonzalez Aracil, S., Brown, T. & Grant, M. G. 1 May 2018 In : ITC Journal. 67, p. 135-147

Research output: Contribution to journalArticle

Open Access

DiverseNet: When One Right Answer is not Enough

Firman, M., Campbell, N., Agapito, L. & Brostow, G. J. 20 Mar 2018 (Accepted/In press)

Research output: Contribution to conferencePaper

Structured Uncertainty Prediction Networks

Dorta, G., Vicente, S., Agapito, L., Campbell, N. & Simpson, I. 20 Mar 2018 (Accepted/In press) 8 p.

Research output: Contribution to conferencePaper

Open Access
File
Covariance matrix
Image denoising
Sampling
Uncertainty
Open Access
File
visualization
forestry
imagery
forest health
analysis

Laplacian Pyramid of Conditional Variational Autoencoders

Dorta, G., Vicente, S., Agapito, L., Campbell, N., Prince, S. & Simpson, I. 11 Dec 2017 9 p.

Research output: Contribution to conferencePaper

File