DocumentCode
534782
Title
The processing of blood cell micro-flow image and objects recognition
Author
Wang Xiaozhang ; Wang Chaohui ; Zhang, Xiang ; Zhang, Fei ; Zhang, Liang
Author_Institution
Sch. of Mech. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
Volume
2
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
625
Lastpage
628
Abstract
A processing method of blood cell flow image in micro rectangular capillary is proposed and the recognition and computation procedures are also discussed. According to the characteristics of cell micro-flow image, the image is filtered and enhanced in frequency spectrum, and mathematical morphology operations are applied to recognize and segment the flowing objects in image. With the segmented results, the edges of cells in image are recognized and reconstructed to calculate their locomotors conditions. Then the flow parameters of every cell are computed, including position, area, perimeter, and orientation angle et al. The computed results reveals that the blood cell micro-flow image can be processed with background removing, contrast enhancing, and morphological operating, and the objects recognized match the original cell image perfectly. This processing method can also been used in other micro-flow phenomena researches.
Keywords
biomedical optical imaging; capillarity; cellular transport; filtering theory; haemorheology; image denoising; image enhancement; image reconstruction; image segmentation; mathematical morphology; medical image processing; object recognition; background removal; blood cell microflow image; contrast enhancement; frequency spectrum; image enhancement; image filtering; image processing; image reconstruction; image segmentation; locomotors conditions; mathematical morphology; microrectangular capillary; object recognition; Blood; Image recognition; Image segmentation; Maximum likelihood detection; Morphology; Noise; Optical filters; blood cell; flow image; image processing; micro-flow;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5640034
Filename
5640034
Link To Document