ISSN 2394-5125
 

Research Article 


WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT

B.Hemanth Reddy, D.Subitha.

Abstract
The aim of the project is to detect the leukemia at earlier stage with the help of image processing
techniques. Leukemia means blood cancer which is featured by the uncontrolled and abnormal production of white blood
cells (leukocytes) by the bone marrow in the blood. Acute Lymphoblastic Leukemia (ALL) is a type of leukemia which
is more common in children. The term Acuteā€Ÿ means that leukemia can progress quickly and if not treated may lead to
fatal death within few months. Due to its non specific nature of the symptoms and signs of ALL leads wrong diagnosis.
Even hematologist finds it difficult to classify the leukemia cells, there manual classification of blood cells is not only
time consuming but also inaccurate. Therefore, early identification of leukemia yields in providing the appropriate
treatment to the patient. Detection through images is fast and cheap method as there is no special need of equipment for
lab testing. We have focused on the changes in the geometry of cells like area, perimeter and statistical parameters like
mean and standard deviation which separates white blood cells from other blood components using processing tools like
MATLAB. After recognizing its statistical properties, types of leukemia will be identified based on the irregularities in
the shape. After analyzing we are going to update the results in IOT.

Key words: Acute myeloid leukaemia, bone marrow, segmentation, classification, image enhancement algorithm


 
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Pubmed Style

B.Hemanth Reddy, D.Subitha. WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. JCR. 2020; 7(5): 1924-1927. doi:10.31838/jcr.07.05.325


Web Style

B.Hemanth Reddy, D.Subitha. WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. http://www.jcreview.com/?mno=118193 [Access: August 17, 2021]. doi:10.31838/jcr.07.05.325


AMA (American Medical Association) Style

B.Hemanth Reddy, D.Subitha. WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. JCR. 2020; 7(5): 1924-1927. doi:10.31838/jcr.07.05.325



Vancouver/ICMJE Style

B.Hemanth Reddy, D.Subitha. WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. JCR. (2020), [cited August 17, 2021]; 7(5): 1924-1927. doi:10.31838/jcr.07.05.325



Harvard Style

B.Hemanth Reddy, D.Subitha (2020) WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. JCR, 7 (5), 1924-1927. doi:10.31838/jcr.07.05.325



Turabian Style

B.Hemanth Reddy, D.Subitha. 2020. WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. Journal of Critical Reviews, 7 (5), 1924-1927. doi:10.31838/jcr.07.05.325



Chicago Style

B.Hemanth Reddy, D.Subitha. "WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT." Journal of Critical Reviews 7 (2020), 1924-1927. doi:10.31838/jcr.07.05.325



MLA (The Modern Language Association) Style

B.Hemanth Reddy, D.Subitha. "WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT." Journal of Critical Reviews 7.5 (2020), 1924-1927. Print. doi:10.31838/jcr.07.05.325



APA (American Psychological Association) Style

B.Hemanth Reddy, D.Subitha (2020) WBC CANCER SEGMENTATION AND ADVANCED IMAGE ENHANCEMENT USING ALGORITHMS AND IOT. Journal of Critical Reviews, 7 (5), 1924-1927. doi:10.31838/jcr.07.05.325