Noise reduction in DNA microarray images based on digital path approach

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 36, Issue 15, 2003, Pages 17-22

  Smolka, Bogdan ^a   Plataniotis, Konstantinos N ^b   Lukac, Rastislav ^c   Venesanopoulos, Anastasios N ^b  

^a SILESIAN UNIVERSITY OF TECHNOLOGY   (Poland)

^b UNIVERSITY OF TORONTO   (Canada)

^c Slovak Image Processing Center   (Slovakia)

Author keywords

Adaptive digital filters; Image enhancement; Restoration and smoothing

Indexed keywords

DIGITAL FILTERS; GENE EXPRESSION; IMAGE ENHANCEMENT; NOISE ABATEMENT;

ADAPTIVE DIGITAL FILTERS; CDNA MICROARRAY IMAGES; DNA MICROARRAY IMAGES; GENE EXPRESSION LEVELS; MICROARRAY IMAGES; NOISE REDUCTION METHODS; STANDARD PROCEDURES; VECTOR-VALUED IMAGES;

IMAGE DENOISING;

EID: 10644289902     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/S1474-6670(17)33465-1     Document Type: Conference Paper

References (12)

1. Astola J., Haavisto P., and Neuvo Y., (1990) Vector median filters. Proc. IEEE, 78, 678-689
2. Borgefors G., (1986) Distances transformations in digital images. Computer Vision, Graphics and Image Processing, 34, 334-371
3. Chen Y., Dougherty E. R., and Bittner M. L., (1997) Ratio-based decisions and the quantitative analysis of cDNA microarray images. Journal of Biomedical Optics, 2, 364-374
4. Eisen M. B., Brown P. O. (1999) DNA arrays for analysis of gene expression. Methods in Enzymology, 303, 179-205
5. Lukac, R. (2002) Color Image Filtering by Vector Directional Order-Statistics. Pattern Recognition and Image Analysis, 12, 279-285.
6. Pitas I., Venetsanopoulos A. N, (1990) Nonlinear Digital Filters: Principles and Applications, Kluwer, Boston, MA.
7. Plataniotis K. N., and Venetsanopoulos A. N., (2000) Color Image Processing and Applications, Springer Verlag
8. Schena M., Shalon D., Davis R. W., and Brown P. O., (1995) Quantitative monitoring of gene expression patterns with a complimentary DNA microarray. Science, 270, 467-470
9. Schmitt M., (1995) Lecture Notes on Geodesy and Morphological Measurements, Proc. the Summer School on Morphological Image and Signal Processing, Zakopane, Poland.
10. Smolka B., Wojciechowski K., (2001) Random walk approach to image enhancement. Signal Processing, 81, 465-482.
11. Toivanen P. J., (1996) New geodesic distance transforms for gray scale images. Pattern Recognition Letters, 17, 437-450
12. Venetsanopoulos A. N., Plataniotis K. N., (1995) Multichannel image processing. Proceedings of the IEEE Workshop on Nonlinear Signal/Image Processing, 2-6