Spatio-Temporal Estimation for Mixture Models and Gaussian Markov Random Fields - Applications to Video Analysis and Environmental Modelling

Lindström, Johan (Research student)
Holst, Ulla (Supervisor)
Lindgren, Finn (Assistant supervisor)

Mathematical Statistics

Project: Dissertation

Short title	Spatio-Temporal Estimation for Mixture Models and Gaussian Markov Random Fields
Status	Finished
Effective start/end date	2004/01/01 → 2008/05/23

4 Article
2 Paper in conference proceeding
1 Doctoral Thesis (compilation)

Fast estimation of spatially dependent temporal trends using Gaussian Markov Random fields
Bolin, D., Lindström, J., Eklundh, L. & Lindgren, F., 2009, In: Computational Statistics & Data Analysis. 53, 8, p. 2885-2896
Research output: Contribution to journal › Article › peer-review
A Gaussian Markov random field model for total yearly precipitation over the African Sahel
Lindström, J. & Lindgren, F., 2008, (Unpublished) In: Preprints in Mathematical Sciences. 2008:8, 22 p.
Research output: Contribution to journal › Article

File
263 Downloads (Pure)
Improving video segmentation algorithms by detection of and adaption to altered illumination
Lindström, J., Lindgren, F., Holst, U. & Åström, K., 2008, (Unpublished) In: Preprints in Mathematical Sciences. 2008:9, 20 p.
Research output: Contribution to journal › Article

File
204 Downloads (Pure)

1 Supervision of masters students

Estimating vegetation trends in the African Sahel using Gaussian Markov random fields
Lindström, J. (First/primary/lead supervisor)
2007
Activity: Examination and supervision › Supervision of masters students