基于Visual Studio的细胞图像预处理及特征统计  

Preprocessing and Characteristic Statistics of Cell Images Based on Visual Studio

作　　者：姚强 Yao Qiang(Department of Information Engineering,Changzhou Senior Vocational and technical school,Changzhou Jiangsu,213164)

机构地区：[1]常州市高级职业技术学校信息工程学院,江苏常州213164

出　　处：《电子测试》2021年第15期60-62,共3页Electronic Test

摘　　要：针对如何有效地从细胞形态图中提取特征指标,与其他细胞形态图形区分开来,判别细胞是否产生病变。细胞图像经过色度区间法、平滑处理、二值化、孔洞填充、去噪声的预处理,再对细胞图像的区域标记,进行形状因子、宽长比、矩形度、紧凑度、重心位置的形态学计算,BP神经网络作为识别算法,通过Visual Studio程序的处理,提供统计数据,作为病理诊断的一项重要依据。How to effectively extract the characteristic index from the cell morphology graph,and distinguish it from other cell morphology graphs to judge whether the cell has pathological changes.The cell image is preprocessed by chroma interval method,smoothing,binarization,hole filling and denoising.Then,the region of the cell image is marked,and the morphological calculation of shape factor,aspect ratio,rectangularity,compactness and barycenter position is carried out.BP neural network is used as the recognition algorithm,and Visual Basic is used as the recognition tool Studio program provides statistical data as an important basis for pathological diagnosis.

关 键 词：色度区间法 中值滤波法 大津法二值化 种子填充法 小波变换 区域标记 

分 类 号：R319[医药卫生—基础医学] TP391.41[自动化与计算机技术—计算机应用技术]