Application of Genetic Algorithm in Image Segmentation of Gene Chips
- VernacularTitle:遗传算法在基因芯片图像分割中的应用研究
- Author:
Mingzhi XU
;
Keli XING
;
Hongjun DING
;
Yanju LI
- Publication Type:Journal Article
- Keywords:
Gene chips;
MATLAB;
Image segmentation;
Genetic algorithm
- From:
Chinese Medical Equipment Journal
2003;0(10):-
- CountryChina
- Language:Chinese
-
Abstract:
Objective The image segmentation of low-density gene chips based on genetic algorithm, which can implement the function of region identification, is achieved. Methods After image denoising by wavelet analysis, image segmentation is accomplished by genetic algorithm. Results The method can detect the region of sampling point more precisely. It can also effectively separate the valuable weak signal points and background or noise. Conclusion The method can accomplish the function of image segmentation of low-density gene chips, which can provide relative accurate data information for future image analysis
