A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells

A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells

Using a series of digital image processing methods, such as gray stretch, median filter, threshold segmentation, edge extraction and detection, detect the variations of red blood cells, realize the goal of identifying the shapes of variable red blood cells, and good results have been achieved. In co...

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Bibliographic Details
Main Authors: Jinping LI, Hongshan MU, Wei XU
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2013-11-01
Series:Sensors & Transducers
Subjects:
Image processing
Morphological
Red blood cells
Online Access:http://www.sensorsportal.com/HTML/DIGEST/november_2013/PDF_vol_159/P_1529.pdf
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spelling doaj-ac5f01645e37419bb9bd91256be00a822020-11-25T01:33:59ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792013-11-011591116A Method of Using Digital Image Processing for Edge Detection of Red Blood CellsJinping LI0Hongshan MU1Wei XU2 Software School, East China Institute of Technology, 330013, ChinaEconomic Development Zone Guanglan Avenue 418, Nanchang330013, ChinaEconomic Development Zone Guanglan Avenue 418, Nanchang330013, ChinaUsing a series of digital image processing methods, such as gray stretch, median filter, threshold segmentation, edge extraction and detection, detect the variations of red blood cells, realize the goal of identifying the shapes of variable red blood cells, and good results have been achieved. In conclusion, the average detection rate of abnormal red blood cells is above 80 %. This inspiring and conductive method is a tentative/experimental research which will play a good demonstration role in further application of image processing and detection in medical field. http://www.sensorsportal.com/HTML/DIGEST/november_2013/PDF_vol_159/P_1529.pdfImage processingMorphologicalRed blood cells
collection DOAJ
language English
format Article
sources DOAJ
author Jinping LI
Hongshan MU
Wei XU
spellingShingle Jinping LI
Hongshan MU
Wei XU
A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells
Sensors & Transducers
Image processing
Morphological
Red blood cells
author_facet Jinping LI
Hongshan MU
Wei XU
author_sort Jinping LI
title A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells
title_short A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells
title_full A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells
title_fullStr A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells
title_full_unstemmed A Method of Using Digital Image Processing for Edge Detection of Red Blood Cells
title_sort method of using digital image processing for edge detection of red blood cells
publisher IFSA Publishing, S.L.
series Sensors & Transducers
issn 2306-8515
1726-5479
publishDate 2013-11-01
description Using a series of digital image processing methods, such as gray stretch, median filter, threshold segmentation, edge extraction and detection, detect the variations of red blood cells, realize the goal of identifying the shapes of variable red blood cells, and good results have been achieved. In conclusion, the average detection rate of abnormal red blood cells is above 80 %. This inspiring and conductive method is a tentative/experimental research which will play a good demonstration role in further application of image processing and detection in medical field.
topic Image processing
Morphological
Red blood cells
url http://www.sensorsportal.com/HTML/DIGEST/november_2013/PDF_vol_159/P_1529.pdf
work_keys_str_mv AT jinpingli amethodofusingdigitalimageprocessingforedgedetectionofredbloodcells
AT hongshanmu amethodofusingdigitalimageprocessingforedgedetectionofredbloodcells
AT weixu amethodofusingdigitalimageprocessingforedgedetectionofredbloodcells
AT jinpingli methodofusingdigitalimageprocessingforedgedetectionofredbloodcells
AT hongshanmu methodofusingdigitalimageprocessingforedgedetectionofredbloodcells
AT weixu methodofusingdigitalimageprocessingforedgedetectionofredbloodcells
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