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Tom Fincham Haines

Dr

 https://orcid.org/0000-0002-7181-3223

  • 1 WEST 4.19

Accepting PhD Students

20072022
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Personal profile

Research interests

I apply machine learning to a wide selection of problems, particularly those involving computer visions and graphics. I have a strong interests in graphical models, Bayesian non-parametric models, directional statistics and active learning.

I am currently especially interested in projects involving tools to help artists, machine learning for education, online/realtime machine learning, causality, and scaling non-parametric methods to big data.

External positions

Director, 3Dami

Jul 2012 → …

Fingerprint Dive into the research topics where Tom Fincham Haines is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 5 Similar Profiles
Textures Engineering & Materials Science
Pixels Engineering & Materials Science
shading Earth & Environmental Sciences
Statistics Engineering & Materials Science
Classifiers Engineering & Materials Science
Light sources Engineering & Materials Science
Tuning Engineering & Materials Science
Detectors Engineering & Materials Science

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

Projects 2019 2022

CAMERA MC2 Award

Cosker, D., Campbell, N., Fincham Haines, T., Hall, P., Li, W., Lutteroth, C., O'Neill, E., Richardt, C., Yang, Y. & Parsons, M.

EU - Horizon 2020

2/12/19 → 1/12/22

Project: EU Commission

Research Output 2007 2018

6 Citations (Scopus)
27 Downloads (Pure)

Dirichlet Process Gaussian-mixture model: An application to localizing coalescing binary neutron stars with gravitational-wave observations

Pozzo, W. D., Berry, C. P. L., Ghosh, A., Haines, T. S. F. & Vecchio, A., 1 Sep 2018, In : Monthly Notices of the Royal Astronomical Society. 479, 1, p. 601-614 14 p.

Research output: Contribution to journal › Article

Open Access
binary stars
gravitational waves
coalescing
neutron stars
LIGO (observatory)
2 Citations (Scopus)
107 Downloads (Pure)

Texture Stationarization: Turning Photos into Tileable Textures

Moritz, J., James, S., Fincham Haines, T., Ritschel, T. & Weyrich, T., 2017, p. 177-188. 12 p.

Research output: Contribution to conference › Paper

Open Access
File
Textures
Tile
Computer graphics
Seed
Masks
11 Citations (Scopus)
89 Downloads (Pure)

My Text in Your Handwriting

Haines, T. S. F., Mac Aodha, O. & Brostow, G. J., 30 Jun 2016, In : ACM Transactions on Graphics. 35, 3, p. 1-19 19 p., 26.

Research output: Contribution to journal › Article

Open Access
File
Textures
Experiments
11 Citations (Scopus)
89 Downloads (Pure)

Active rare class discovery and classification using Dirichlet processes

Haines, T. S. F. & Xiang, T., 1 Feb 2014, In : International Journal of Computer Vision. 106, 3, p. 315-331 18 p.

Research output: Contribution to journal › Article

Open Access
File
Classifiers
Computer vision
Problem-Based Learning
103 Citations (Scopus)
99 Downloads (Pure)

Background Subtraction with Dirichlet Process Mixture Models

Fincham Haines, T. & Xiang, T., 5 Dec 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 4, p. 670-683 14 p.

Research output: Contribution to journal › Article

Open Access
File
Background Subtraction
Dirichlet Process
Mixture Model
Process Model
Pixel