Please use this identifier to cite or link to this item: https://ir.swu.ac.th/jspui/handle/123456789/12261
ชื่อเรื่อง: Automatic Counting for Canine Red Blood Cell based on Two-stage Circular Hough Transform
ผู้แต่ง: Autaiem T.
Auethavekiat S.
Arreesrisom P.
Prasertsincharoen N.
Nakgoi K.
Sa-Ing V.
Keywords: Biomedical engineering
Cells
Cytology
Hough transforms
Personal computers
Automatic counting
Automatic method
Average errors
Blood cells
Circular Hough transforms
High sensitivity
Low sensitivity
Red blood cell
Blood
วันที่เผยแพร่: 2019
บทคัดย่อ: Red blood cell counting is one of the most requested blood tests and can be effectively done by the dedicated equipment. In this paper, we proposed the two-stage circular Hough transform as the alternative automatic method for canine red blood cell counting. The possible blood cell area in the input slide image is first extracted. In the first stage, the Circular Hough transform with low sensitivity is applied to detect the non-overlapped cells. The detected cells are removed. The Circular Hough transform with high sensitivity is re-applied to the remaining region in order to detect the overlapped cells. The proposed method can be easily implemented into personal computers. The proposed algorithm was tested with many slides of canine red blood cell. It provided the counting with the average error of less than 5% with the best result of 1.439% error. © 2019 IEEE.
URI: https://ir.swu.ac.th/jspui/handle/123456789/12261
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85080091398&doi=10.1109%2fBMEiCON47515.2019.8990259&partnerID=40&md5=eecbd74e323e07be3834a500f3c918f4
Appears in Collections:Scopus 1983-2021

Files in This Item:
There are no files associated with this item.


Items in SWU repository are protected by copyright, with all rights reserved, unless otherwise indicated.