Arithmetic of five-part of leukocytes based on image process

Yian Li; Guoyou Wang; Jianguo Liu

doi:10.1117/12.774739

14 November 2007 Arithmetic of five-part of leukocytes based on image process

Yian Li, Guoyou Wang, Jianguo Liu

Proceedings Volume 6789, MIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques; 67891P (2007) https://doi.org/10.1117/12.774739
Event: International Symposium on Multispectral Image Processing and Pattern Recognition, 2007, Wuhan, China

Abstract

This paper apply computer image processing and pattern recognizition methods to solve the problem of auto classification and counting of leukocytes (white blood cell) in peripheral blood. In this paper a new leukocyte arithmetic of five-part based on image process and pattern recognizition is presented, which relized auto classify of leukocyte. The first aim is detect the leukocytes . A major requirement of the whole system is to classify these leukocytes to 5 classes. This arithmetic bases on notability mechanism of eyes, process image by sequence, divides up leukocytes and pick up characters. Using the prior kwonledge of cells and image shape information, this arithmetic divides up the probable shape of Leukocyte first by a new method based on Chamfer and then gets the detail characters. It can reduce the mistake judge rate and the calculation greatly. It also has the learning fuction. This paper also presented a new measurement of karyon's shape which can provide more accurate information. This algorithm has great application value in clinical blood test .

Citation Download Citation

Yian Li, Guoyou Wang, and Jianguo Liu "Arithmetic of five-part of leukocytes based on image process", Proc. SPIE 6789, MIPPR 2007: Medical Imaging, Parallel Processing of Images, and Optimization Techniques, 67891P (14 November 2007); https://doi.org/10.1117/12.774739

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