Region based segmentation and classification of multispectral chromosome images

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Volumn , Issue , 2007, Pages 251-256

  Karvelis, Petros S ^a,b   Fotiadis, Dimitrios I ^a,b   Tzallas, Alexandros ^a,b   Georgiou, Ioannis ^c  

^a IEEE

^b UNIVERSITY OF IOANNINA   (Greece)

^c UNIVERSITY OF IOANNINA   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

CHANNEL ESTIMATION; CHROMOSOMES; IMAGE CLASSIFICATION; IMAGE QUALITY; IMAGE SEGMENTATION; PIXELS;

MULTISPECTRAL CHROMOSOME IMAGES; NONOVERLAPPING IMAGES; PIXEL-BY-PIXEL CLASSIFICATION; WATERSHED SEGMENTATION METHOD;

MEDICAL IMAGING;

EID: 34748843915     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2007.92     Document Type: Conference Paper

References (15)

1. M. Thompson, R. McInnes and H. Willard, Genetics in Medicine, 5 Edition, WB Saunders Company, Philadelphia, 1991.
2. M.R. Speicher, S.G. Ballard, and D.C. Ward, "Karyotyping human chromosomes by combinatorial Multi-Fluor FISH,"Nat. Gen., vol. 12. 1996, pp. 341-344.
3. M.P. Sampat, A.C. Bovik, J.K. Aggarwal, and K.R. Castleman, "Pixel-by-Pixel classification of MFISH images," in Proc. of the 24th IEEE EMBS Ann. Intern. Conf., 2002, pp. 999-1000.
4. H. Choi, K.R. Castleman, and A. Bovik, "Joint Segmentation and Classification of M-FISH Chromosome Images," in Proc. of the 26th IEEE EMBS Ann. Intern. Conf, 2004, pp. 1636-1639.
5. M.P. Sampat, A.C. Bovik, J.K. Aggarwal, and K.R. Castleman, "Supervised Parametric and non-parametric classification of chromosome images," Patt. Recogn., vol. 38, 2005, pp. 1209-1223.
6. W.C. Schwartzkopf, A.C. Bovik, and B.L. Evans, "Maximum-likelihood techniques for joint segmentation-classification of multispectral chromosome images," IEEE Trans. Med. Imag., vol. 24, 2005, pp. 1593-1610.
7. P.S. Karvelis, D.I. Fotiadis, M. Syrrou, and I. Georgiou, "A watershed based segmentation method for multispectral chromosome images classification," in Proc. of the 28th IEEE EMBS Ann. Intern. Conf., 2006, pp. 3009-3012.
8. D.A. Landgrebe, "The development of a spectral-spatial classifier for earth observational data," Patt. Recogn., vol. 12, no. 3, 1980, pp. 165-175.
9. C. Drewniok, "Multi-spectral edge detection - Some experiments on data from Landsat-TM," Intern. J. Rem. Sens., vol. 15, 1994, pp. 3743-3765.
10. L. Vincent, "Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms," IEEE Trans. Imag. Proc., vol. 2, 1993, pp. 176-201.
11. L. Vincent and P. Soille, "Watershed in digital spaces: An efficient algorithm based on immersion simulations," IEEE Trans. Patt. An. Mach. Intelliig., vol. 13, 1993, pp. 583-598.
12. O. Henegariu, P. Bray-Ward, S. Artan, G. Vance, M. Qumsyieh, and D. Ward, "Small Marker Chromosome Identification in Metaphase and Interphase Using Centromeric Multiplex FISH (CM-FISH)," Lab. Investig., vol. 81, 2001, pp. 475-481.
13. N. Otsu, "A threshold selection method from gray-level histograms," IEEE Tran. Syst. Man Cybern., vol. 1, 1979, pp. 62-66..
14. K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, San Diego, 1990.
15. The ADIR M_FISH Image Database. Available at: http://ww.adires.com/05/ Projct/MFISH_DB/MFISH_DB.shtml