Blind spectral unmixing of M-FISH images by non-negative matrix factorization

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 6247-6250

  Munoz Barrutia A ^a   Garcia Munoz J ^a   Ucar, B ^a   Fernandez Garcia I ^a   Ortiz de Solorzano, C ^a  

^a UNIVERSITY OF NAVARRA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SOFTWARE; DNA SEQUENCES; FLUORESCENCE; KNOWLEDGE ACQUISITION; MATRIX ALGEBRA;

BLIND SPECTRAL UNMIXING; DETECTION CHANNELS; FLUOROCHROMES;

IMAGE ANALYSIS;

EID: 57649205354     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4353783     Document Type: Conference Paper

References (6)

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2. N. Keshava and J. F. Mustard, "Spectral Unmixing," IEEE Signal Processing Magazine, vol. 19, no 1, pp. 44-57, January 2002.
3. D. D. Lee and H. S. Seung, "Learning the Parts of Objects by Non-Negative Matrix Factorization," Nature, vol. 401, pp. 788-91, 1999.
4. A. Pascual-Montano, J. M. Carazo, K. Kochi, D. Lehmann, and R. D. Pascual-Marqui, "Nonsmooth Nonnegative Matrix Factorization (nsNMF)," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no 3, pp. 403-415, March 2006.
5. S. Ingram, "An Improved Gradient Method for Nonnegative Matrix Factorization," Technical report, Department of Computer Science, University of British Columbia, 2006.
6. C. Ortiz-de-Solorzano, A. Santos, I. Vallcorba, J. M. Garcia-Sagredo, and F. del Pozo, "Automated FISH Spot Counting in Interphase Nuclei: Statistical Validation and Data Correction," Cytometry, vol. 31, pp. 93-99, 1998.