Images Enhancement of G-band Chromosome Using histogram equalization, OTSU thresholding, morphological dilation and flood fill techniques

被引:0
|
作者
Wayalun, Pichet [1 ]
Chomphuwiset, Phatthanaphong [2 ]
Laopracha, Natthariya [2 ]
Wanchanthuek, Phatthanaphon [2 ]
机构
[1] Mahasarakham Univ, Div Informat Technol, Maha Sarakham 44150, Thailand
[2] Mahasarakham Univ, Div Comp Sci, Maha Sarakham 44150, Thailand
关键词
chromosome; chromosome karyotyping; mathematical morphology; enhancement chromosome;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Human chromosomes contain important information for cytogenetic analysis. Cytogenetic compares their patient's chromosome images against the prototype human chromosome band patterns. Chromosome images were acquired by microscopic imaging of metaphase or prophase cells on specimen slides. Digitized chromosome images usually are suffered from poor image quality, lack of contrast and hole in images. Therefore, the images must be enhanced. This paper presented an enhancement algorithm for chromosome images based on histogram equalization (HE) OTSU flood-full and dilations. Firstly, the histogram equalization is used to improve the contrast of the image. Then the OTSU threshold segment, flood-fill fill hole in image and dilation are experimented to validate the effect of this algorithm, the canny edge detection and oriented bounding box were used to detect the edge and segment chromosomes from background. A success rate of the proposed method can be improved to 97.07% of the enhancement in the chromosome images.
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页码:163 / 168
页数:6
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