[PhD] | arngren.com
Ph.D. Student Morten Arngren
Publications PDF Print E-mail

ARTICLES

Unmixing of Hyperspectral Images using Bayesian Nonnegative Matrix Factorization with Volume Prior

M. Arngren, M. Schmidt and Jan Larsen

Journal of Signal Processing Systems


PAPER (10 MB)

Bayesian Nonnegative Matrix Factorization with Volume Prior for Unmixing of Hyperspectral Images
M. Arngren, M. Schmidt and J. Larsen
MLSP Conference, 2009.


PAPER (2.5MB)

Kernel Based Subspace Projection of Near Infrared Hyperspectral mages of Maize Kernels
R. Larsen, M. Arngren, P. W. Hansen and A. A. Nielsen

SCIA Conference, 2009.


PAPER (1.5 MB)


POSTER(½ MB),

TECHNICAL REPORTS

3-Way Modeling of Maize Kernels using Hyperspectral Image Analysis
M. Arngren and C. S. Pedersen
Technical Report, Jan. 2009.


PAPER (1.4 MB)
Classification of Maize Kernels using Multispectral Image
Analysis

M. Arngren
Technical Report, Jun. 2008
Poster presented at DTU Visiondays May 2008 and awarded 2nd place.

PAPER (2 MB)

POSTER (2 MB)

Analyzing sensory neurons by extracting features from color image using linear models
M. Arngren
Technical Report, Jun. 2006.



PRESENTATIONS

Hyperspectral Image Analysis for Visualizing Grain Compounds
M. Arngren
Presentation at DSK Image Analysis, Sep. 2009

Bayesian Non-negative Matrix Factorization with Volume Prior
M. Arngren
Presentation at MLSP Conference in Grenoble, Aug. 2009

Classification of Grain
M. Arngren
Internal presentation in FOSS Analytical A/S, Jun. 2008

Hyperspectral Image Analysis
M. Arngren

Internal presentation in FOSS Analytical A/S, Jan. 2008

 

MASTER THESIS

Modelling Cognitive Representations
M. Arngren

Master Thesis, DTU Informatics, Mar. 2007

 

SOFTWARE / TOOLBOX


MATLAB Toolbox: Nonnegative Matrix Factorization with Volume Constraints
M. Arngren, M.N. Schmidt and J. Larsen
March 2010


v1.0 (<1MB)

MATLAB Toolbox: Bayesian Nonnegative Matrix Factorization with Volume Constraints
M.N. Schmidt, M. Arngren and J. Larsen
March 2010


v1.0 (<1MB)