Classifying white blood cells from a peripheral blood smear image using a histogram of oriented gradient feature of nuclei shapes

Classifying white blood cells from a peripheral blood smear image using a histogram of oriented gradient feature of nuclei shapes

Researchers developed various methods and algorithms to classify white blood cells (WBCs) from blood smear imagesto assist hematologistsand to developan automatic system. Furthermore, the pathological and hematological conditions of WBCsare related to diseases that can be analyzed accu...

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Bibliographic Details
Main Authors: Anas Mohd Noor, Haniza Yazid, Zulkarnay Zakaria, Aishah Mohd Noor
Format: Article
Language:English
Published: Khon Kaen University 2020-06-01
Series:Engineering and Applied Science Research
Subjects:
histogram of oriented gradient
k-means clustering
ycbcr color space
wbc classification
microscopic blood smear image
Online Access:https://ph01.tci-thaijo.org/index.php/easr/article/download/207976/163948/

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https://ph01.tci-thaijo.org/index.php/easr/article/download/207976/163948/

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