A Review on White Blood Cells Segmentation

International Conference on Recent Advancements and Effectual Researches in Engineering Science and Technology

Thomas, Nimmy^1 ; Sreejith, V.^2

Electronics and Communication Engineering, St. Joseph's College of Engineering and Technology, Palai, Kerala, India^1

Dept. ECE, St. Joseph's College of Engineering and Technology, Palai, Kerala, India^2

关键词: Blood smears;    Classification process;    Color-based segmentation;    K-means;    Otsu thresholding;    Segmentation methods;    White blood cells;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/396/1/012038/pdf
DOI  :  10.1088/1757-899X/396/1/012038

来源: IOP

【 摘 要 】

Currently blood smear's evaluation is important in the diagnosis of different diseases. Usually,the hematologists are curious on diagnosing white blood cells (WBCs) only. White Blood Cell (WBCs) detection is a vital evaluation method. In this paper, a review on some of the common segmentation methods are discussed. It includes K-mean segmentation,Otsu thresholding and Color based segmentation. This review also helps to get more details about the different types of segmentation and classification process.