Title :
Pre-processing of Image Affected by Contemporaneous Alterations for Surface Measurement of the Human Lymphocyte Micro-Nucleus
Author :
Grimaldi, Domenico ; Lamonaca, Francesco
Author_Institution :
Univ. of Calabria, Rende
Abstract :
In order to improve the performance of the method based on the cascade of the pattern matching analysis and the blob analysis to recognize and evaluate the surface of the micro nucleuses (MNs) into human lymphocytes, the aspects concerning the detection and the correction of the image alterations are investigated. The random alterations considered are those introduced by the movement of the lymphocytes, the optical and the electronic components of the acquisition system of the flow cytometer. The correction method is pointed out in order to: (i) make the image able to be correctly processed by the cascade of the pattern matching analysis and the blob analysis, (ii) minimize the doubtful detections, (Hi) enhance the confidence that in the rejected images can not be detected the MNs, and (iv) increase the accuracy of the surface evaluation of MN. Experimental tests confirm the fitness of the detection and the correction method.
Keywords :
cellular biophysics; medical image processing; pattern matching; blob analysis; contemporaneous alterations; flow cytometer; human lymphocyte micronucleus; image alterations; image processing; pattern matching; surface measurement; Anthropometry; Electronic components; Humans; Image analysis; Image recognition; Optical devices; Pattern analysis; Pattern matching; Pattern recognition; Performance analysis; Image processing; blob analysis; flow cytometer; image enhancement; pattern matching;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2007. IDAACS 2007. 4th IEEE Workshop on
Conference_Location :
Dortmund
Print_ISBN :
978-1-4244-1347-8
Electronic_ISBN :
978-1-4244-1348-5
DOI :
10.1109/IDAACS.2007.4488440