Projects per year
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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Director, 3Dami
Jul 2012 → …
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Collaborations and top research areas from the last five years
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Rapid detection of synthetic opioid, an operational prototype
Pudney, C. (PI), Fincham Haines, T. (CoI), Husbands, S. (CoI), Cozier, G. (Researcher) & Power, A. (Researcher)
Defence Science and Technology Laboratory
1/04/25 → 30/11/25
Project: Central government, health and local authorities
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Increasing capacity in the NHS - Development of technologies to increase delivery of injectible medicines in the community
Watts, A. (PI), Dhokia, V. (CoI), Fincham Haines, T. (CoI), Fotaki, N. (CoI), Martinez Hernandez, U. (CoI), Tosh, D. (CoI) & Şimşek, Ö. (CoI)
Engineering and Physical Sciences Research Council
1/01/24 → 31/12/28
Project: Research council
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KTP with Tensys Limited
Shepherd, P. (PI) & Fincham Haines, T. (CoI)
Innovate UK, Innovate UK Business Connect
22/08/23 → 21/02/26
Project: Central government, health and local authorities
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Psychosocial mechanisms of chronic pain
Lutteroth, C. (PI) & Fincham Haines, T. (CoI)
1/07/21 → 31/12/25
Project: Research council
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Networks and Radicalisation - University Innovation Concept
Brown, O. (PI), Fincham Haines, T. (CoI) & Smith, L. G. E. (CoI)
National Police Chiefs' Council
16/10/23 → 31/05/24
Project: Central government, health and local authorities
Research output
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A diffusion-based super resolution model for enhancing sonar images
Bryan, O., Berthomier, T., D’Ales, B., Furfaro, T., Haines, T. S. F., Pailhas, Y. & Hunter, A. J., 23 Jan 2025, In: Journal of the Acoustical Society of America (JASA). 157, 1, p. 509-518 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal) -
Field-Portable Device for Detection of Controlled and Psychoactive Substances from e-Cigarettes
Gardner, M., Bowden, C., Manzoor, S., Cozier, G. E., Andrews, R. C., Craft, S., Skumlien, M., Sunderland, P., Tooth, T., Collins, P., Power, A., Haines, T. S. F., Freeman, T. P., Scott, J., Sutcliffe, O. B., Bowman, R. W., Husbands, S. M. & Pudney, C. R., 4 Mar 2025, In: ACS OMEGA. 10, 8, p. 7839-7847Research output: Contribution to journal › Article › peer-review
Open Access -
Field-Portable Technology for Illicit Drug Discrimination via Deep Learning of Hybridized Reflectance/Fluorescence Spectroscopic Fingerprints
Power, A., Gardner, M., Andrews, R., Cozier, G., Kumar, R., Freeman, T. P., Blagbrough, I. S., Sunderland, P., Scott, J., Frinculescu, A., Shine, T., Taylor, G., Norman, C., Ménard, H., Daéid, N. N., Sutcliffe, O. B., Husbands, S. M., Bowman, R. W., Haines, T. S. F. & Pudney, C. R., 20 May 2025, In: Analytical Chemistry. 97, 19, p. 10163-10172Research output: Contribution to journal › Article › peer-review
Open Access -
Camera Chameleon - The Creative Impact of Tracked Tangible Interfaces for Virtual Film Pre-Production
Kerr, W., Jicol, C., Haines, T. S. F. & Li, W., 30 Sept 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. U. S. A.: IEEE, p. 1-6 (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open AccessFile52 Downloads (Pure) -
The Cross-entropy of Piecewise Linear Probability Density Functions
Haines, T. S. F., 10 Apr 2024, In: Transactions on Machine Learning Research. 2024, 31 p., 2041.Research output: Contribution to journal › Article › peer-review
Open AccessFile59 Downloads (Pure)