Thresholding-based White Blood Cells Segmentation from Microscopic Blood Images
نویسندگان
چکیده
منابع مشابه
White Blood Cells Identification and Counting from Microscopic Blood Image
The counting and analysis of blood cells allows the evaluation and diagnosis of a vast number of diseases. In particular, the analysis of white blood cells (WBCs) is a topic of great interest to hematologists. Nowadays the morphological analysis of blood cells is performed manually by skilled operators. This involves numerous drawbacks, such as slowness of the analysis and a nonstandard accurac...
متن کاملBlood Cells Detection from Microscopic Images
In many medical applications, computer vision is required to step behind the image preprocessing level and perform recognition tasks without human interaction. We focused our work on blood tests for leucocyte detection and counting. This test is generally performed manually and required for infection diagnosis. We developed a method for cells classification and counting using images from a labo...
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Overlapping white blood cell identification on microscopic blood cell images is proposed for increasing the accuracy of white blood cell segmentation and counting. The accurate identification of overlapping cells can increase the accuracy of cell counting system for diagnosing diseases. The overlapping cells have different characteristic such as area and shape with a single cell of microscopic ...
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Recognition of white blood cells (WBCs) is the first step to diagnose some particular diseases such as acquired immune deficiency syndrome, leukemia, and other blood-related diseases that are usually done by pathologists using an optical microscope. This process is time-consuming, extremely tedious, and expensive and needs experienced experts in this field. Thus, a computer-aided diagnosis syst...
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Declaration I certify that all work on this thesis was carried out between February 1999 and February 2000 and it has not been submitted for any academic award at any other college, institute, or university. The work presented was carried out under the supervision of Dr. Vic Ciesielski who suggested using the Waikato Environment for Knowledge Analysis. All other work in the thesis is my own, ex...
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ژورنال
عنوان ژورنال: UHD Journal of Science and Technology
سال: 2020
ISSN: 2521-4217,2521-4209
DOI: 10.21928/uhdjst.v4n1y2020.pp9-17