Research output per year
Research output per year
Personal profile
Profile
Rasmus Larsens research interest are centered on image analysis and statistical methods for hyper-dimensional data. In particular he has focused on modelling and analysis of shape and deformation with application in biomedical and food image analysis and object recognition, material science, productionstechnology, computer vision systems.
Other information
Statoil prize for recognized international reserach, 2008
International Experience:
- University of Linköping, Computer Vision Laboratory, external research during Ph.D., host: professor Gösta Granlund - 1993/07 - 1993/08
- University of California, San Diego (UCSD), Scripps Institution of Oceanography, host: professor James J. Simpson 1995/01 - 1995/07
- Stanford University, Dept. of Statistics, sabbatical leave, host: professor Trevor Hastie 2003/08 - 2004/05
Language Skills:
Danish (written and spoken)
English (written and spoken)
Research areas
Rasmus Larsens research expertise in image analysis and multivariate statistics. His main research themes include modelling and analysis of biological shape, and the use of such models for extracting biological object boundaries from images. He has applied these models to application in medical image analysis and food technology.
Moreover, he has been a driving force behind doctoral education at DTU and DTU Informatics in particular. He has participated and coordinated activities in the graduate school programmes
- CISP - Copenhagen Image and Signal Processing graduate school programme
- BIOP - Biomedical Optics and New Laser Systems graduate school programme
- ITMAN graduate school programme at DTU Informatics
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):
Education/Academic qualification
Ph.D. in image analysis, IMM, Technical University of Denmark
Sep 1991 → May 1994
M.Sc.(eng), IMSOR, Technical University of Denmark
Sep 1986 → Aug 1991
External positions
Professor, Technical University of Denmark
1 Jan 2008 → …
Associate Professor, Technical University of Denmark
Jan 2000 → 31 Dec 2007
expert statistician, Novo Nordisk A/S
Jan 1998 → Dec 1999
Assistant Professor, Technical University of Denmark
May 1994 → Dec 1997
Keywords
- User defined:
- PhD education
- image analysis
- computer vision
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Multimodal soft tissue markers for bridging high-resolution diagnostic imaging with therapeutic intervention
Hansen, A. E., Henriksen, J. R., Jølck, R. I., Fliedner, F. P., Bruun, L. M., Scherman, J., Jensen, A. I., Munck Af Rosenschöld, P., Moorman, L., Kurbegovic, S., de Blanck, S. R., Larsen, K. R., Clementsen, P. F., Christensen, A. N., Clausen, M. H., Wang, W., Kempen, P., Christensen, M., Viby, N. E., Persson, G., & 6 others, 1 Aug 2020, In: Science Advances. 6, 34, 12 p., eabb5353.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile80 Downloads (Pure) -
SpaSM: A MATLAB Toolbox for Sparse Statistical Modeling
Sjöstrand, K., Clemmensen, L. H., Larsen, R., Einarsson, G. & Ersbøll, B. K., 2018, In: Journal of Statistical Software. 84, 10, 37 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2638 Downloads (Pure) -
Anthropometry, DXA and leptin reflect subcutaneous but not visceral abdominal adipose tissue by MRI in 197 healthy adolescents
Tinggaard, J., Hagen, C. P., Christensen, A. N., Mouritsen, A., Mieritz, M. G., Wohlfahrt-Veje, C., Helge, J. W., Beck, T. N., Fallentin, E., Larsen, R., Jensen, R. B., Juul, A. C. & Main, K. M., 2017, In: Pediatric Research. 82, p. 620-628Research output: Contribution to journal › Journal article › Research › peer-review
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Automatic Segmentation of Abdominal Fat in MRI-Scans, Using Graph-Cuts and Image Derived Energies
Christensen, A. N., Larsen, C. T., Mandrup Jensen, C. M., Petersen, M. B., Larsen, R., Conradsen, K. & Dahl, V. A., 2017, Image Analysis. Springer, Vol. 10270. p. 109-120 (Lecture Notes in Computer Science, Vol. 10270).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Canonical analysis of sentinel-1 radar and sentinel-2 optical data
Nielsen, A. A. & Larsen, R., 2017, Image Analysis. IEEE, Vol. 10270. p. 147-158 (Lecture Notes in Computer Science, Vol. 10270).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile420 Downloads (Pure)
Projects
- 39 Finished
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Image Base Tracking and 3D Content Generation
Stets, J. D., Aanæs, H., Larsen, R., Paulsen, R. R., Hansen, D. W. & Lensch, H. P. A.
01/11/2014 → 15/08/2018
Project: PhD
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CINEMA: Alliance for Imaging and Modelling of Energy Applications
Andreasen, J. W., Poulsen, H. F., Mikkelsen, L. P., Sørensen, B. F., Bowen, J. R., Kuhn, L. T., Larsen, R., Hansen, P. C., Frandsen, H. L., Gundlach, C., Dahl, A. B., Jespersen, K. M., Beil, J., Andersen, M., Emerson, M. J., De Angelis, S., Yang, S., Poulsen, S. O., Lyckegaard, A., Birkelund, K., Jacobsen, H. S., Frandsen, H. L., Sørensen, H., Chapelle, L., Lauridsen, E. M. & Sørensen, H. O.
01/01/2014 → 31/12/2018
Project: Research
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Computational modeling of MR/PET in brain tumor patients for optimized radiation therapy planning
Agn, M., Van Leemput, K., Larsen, R., Law, I., Dyrby, T. B., Ceberg, C., Delingette, H. & Rosenschöld, P. M. A.
Eksternt finansieret virksomhed
01/11/2013 → 14/06/2017
Project: PhD
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Computing pseudo-CT from MR: Towards MR-only based radiation therapy
Andreasen, D., Van Leemput, K., Edmund, J. M., Larsen, R., Paulsen, R. R., Nyholm, T. & Cardoso, J.
Technical University of Denmark
01/08/2013 → 12/12/2016
Project: PhD
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Computational Analysis of Brain Images: Towards a Useful Tool in Clinical Practice
Puonti, O., Van Leemput, K., Larsen, R., Paulsen, R. R., Ashburner, J. & Maes, F.
Technical University of Denmark
01/11/2012 → 24/02/2016
Project: PhD