Research Output 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.
External positions
Director, 3Dami
Jul 2012 → …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.
- 6 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.
Research Output 2007 2017
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
5
Citations
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, 19 p., 26Research output: Contribution to journal › Article
Open Access
File
Textures
Experiments
10
Citations
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
69
Citations
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
Background subtraction with Dirichlet processes
Fincham Haines, T. & Xiang, T. 2012 p. 99-113 15 p.Research output: Contribution to conference › Paper
Open Access
File
Pixels
Dynamic models
Processing