White blood cell segmentation by using vector color approach
White blood cells play an important role in protecting the body from various types of diseases, therefore blood tests are done to determine a person’s disease. Diagnosis of blood diseases is done by analyzing and counting the white blood cells in the blood. Optimal calculations and analysis of whi...
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| Format: | Article |
| Language: | English |
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FoundAE
2023-01-01
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| Series: | International Journal of Applied Mathematics, Sciences, and Technology for National Defense |
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| Online Access: | https://journal.foundae.com/index.php/JAS-ND/article/view/158 |
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| author | Achmad Abdurrazzaq Ahmad Kadri bin Junoh Ilyasa Pahlevi Reza Yulianto |
| author_facet | Achmad Abdurrazzaq Ahmad Kadri bin Junoh Ilyasa Pahlevi Reza Yulianto |
| author_sort | Achmad Abdurrazzaq |
| collection | DOAJ |
| description | White blood cells play an important role in protecting the body from various types of diseases, therefore blood tests are done to determine a person’s disease. Diagnosis of blood diseases is done by analyzing and counting the white blood cells in the blood. Optimal calculations and analysis of white blood cell are important, so research on white blood cell detection is a rapidly growing topic. Many detection methods are proposed using the existing segmentation techniques. In this paper, the detection method is proposed using vector operation approach instead general segmentation technique. From the experiments performed, it is shown that the proposed method can detect white blood cells on smear images. Further, this method extracts the nucleus from white blood cells well. |
| format | Article |
| id | doaj-art-bfff20f87b8441f8afb9dcf9dffbcc7f |
| institution | OA Journals |
| issn | 2986-0776 2985-9352 |
| language | English |
| publishDate | 2023-01-01 |
| publisher | FoundAE |
| record_format | Article |
| series | International Journal of Applied Mathematics, Sciences, and Technology for National Defense |
| spelling | doaj-art-bfff20f87b8441f8afb9dcf9dffbcc7f2025-08-20T02:14:54ZengFoundAEInternational Journal of Applied Mathematics, Sciences, and Technology for National Defense2986-07762985-93522023-01-01111610.58524/app.sci.def.v1i1.15882White blood cell segmentation by using vector color approachAchmad Abdurrazzaq0Ahmad Kadri bin Junoh1Ilyasa Pahlevi Reza Yulianto2Indonesia Defense UniversityUniversiti Malaysia PerlisIndonesia Defense UniversityWhite blood cells play an important role in protecting the body from various types of diseases, therefore blood tests are done to determine a person’s disease. Diagnosis of blood diseases is done by analyzing and counting the white blood cells in the blood. Optimal calculations and analysis of white blood cell are important, so research on white blood cell detection is a rapidly growing topic. Many detection methods are proposed using the existing segmentation techniques. In this paper, the detection method is proposed using vector operation approach instead general segmentation technique. From the experiments performed, it is shown that the proposed method can detect white blood cells on smear images. Further, this method extracts the nucleus from white blood cells well.https://journal.foundae.com/index.php/JAS-ND/article/view/158smear imagewhite blood cellimage segmentationvector |
| spellingShingle | Achmad Abdurrazzaq Ahmad Kadri bin Junoh Ilyasa Pahlevi Reza Yulianto White blood cell segmentation by using vector color approach International Journal of Applied Mathematics, Sciences, and Technology for National Defense smear image white blood cell image segmentation vector |
| title | White blood cell segmentation by using vector color approach |
| title_full | White blood cell segmentation by using vector color approach |
| title_fullStr | White blood cell segmentation by using vector color approach |
| title_full_unstemmed | White blood cell segmentation by using vector color approach |
| title_short | White blood cell segmentation by using vector color approach |
| title_sort | white blood cell segmentation by using vector color approach |
| topic | smear image white blood cell image segmentation vector |
| url | https://journal.foundae.com/index.php/JAS-ND/article/view/158 |
| work_keys_str_mv | AT achmadabdurrazzaq whitebloodcellsegmentationbyusingvectorcolorapproach AT ahmadkadribinjunoh whitebloodcellsegmentationbyusingvectorcolorapproach AT ilyasapahlevirezayulianto whitebloodcellsegmentationbyusingvectorcolorapproach |