DocumentCode :
3238742
Title :
Image Pre-processing for Micro Nucleuses Detection in Lymphocyte
Author :
Carnì, Domenico Luca ; Grimaldi, Domenico ; Lamonaca, Francesco
Author_Institution :
Dept. of Electron., Univ. of Calabria, Rende
fYear :
2005
fDate :
5-7 Sept. 2005
Firstpage :
570
Lastpage :
575
Abstract :
The paper presents a method pointed out to detect and to correct the alterations of(i) under-exposure, (ii) over-exposure, (iii) out of focus, (iv) Gaussian noise, affecting the images acquired into the flow cytometer. These alterations reduce the image quality and interfere with the correct micro nucleus detection in lymphocyte. The objective of the proposed correction is to make the image able to be correctly processed by the pattern matching algorithm (i) to detect the micronucleus into human lymphocytes, (ii) to minimize the doubtful detections, and (iii) to enhance the confidence that in the rejected images are not including the micro nucleuses. The results of numerical tests confirm the validity of the proposed correction method.
Keywords :
biological techniques; biology computing; cellular biophysics; image matching; image pre-processing; image quality; lymphocyte; micro nucleuses detection; pattern matching algorithm; Conferences; Data acquisition; Data flow computing; Gaussian noise; Humans; Image quality; Paper technology; Pattern matching; Pixel; Testing; flow cytometer; gaussian noise; image quality; out of focus; over-exposure; pattern matching; under-exposure;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005. IDAACS 2005. IEEE
Conference_Location :
Sofia
Print_ISBN :
0-7803-9445-3
Electronic_ISBN :
0-7803-9446-1
Type :
conf
DOI :
10.1109/IDAACS.2005.283048
Filename :
4062199
Link To Document :
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