Title :
On cDNA microarray spot localization
Author :
Lukac, Rastislav ; Plataniotis, Konstantinos N. ; Smolka, Bogdan
Author_Institution :
Toronto Univ., Ont.
Abstract :
This paper presents a powerful framework for cDNA microarray spot localization. Following the multichannel nature of the cDNA image data, the framework allows the utilization of various scalar and vector edge operators to determine edges, discontinuities and structural elements, and generate edge maps of cDNA microarray images. It will be shown that vector edge operators, which utilize both the spectral and spatial characteristics of cDNA image, outperform well-known scalar edge detectors. In addition, built on robust theory order statistics, vector operators are more immune to the noise present in microarray images than common scalar operators
Keywords :
DNA; edge detection; medical image processing; statistical analysis; cDNA microarray images; cDNA microarray spot localization; robust theory order statistics; scalar edge detectors; vector edge operators; Detectors; Educational institutions; Gene expression; Image analysis; Image edge detection; Noise robustness; Paper technology; RNA; Shape; Strontium;
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
DOI :
10.1109/ISCAS.2006.1693702