Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier

Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal

Page No: 20-25

DOI: 10.86493/VEREDAS.2022/V12I7/03

Leukemia is commonly referred for different types of blood cancer of different stages. It occurs when our bone marrow forms more white blood cells tissue. Due to irregular and incomplete growth the cells become deadly and harmful for healthy body functioning. Hence it is necessary to diagnose this lethal disease at early stage. Many procedures are being researched regarding this field which aids in detection of this disease at very early stage. One such methodology is used in this proposed system of using image processing with SVM which helps in detection of Leukemia at early stage with reliable results. The proposed methodology uses different techniques of image processing such as segmentation, edge detection and feature extraction and to classify the results it uses the SVM which gives more precise results and are reliable. All this is performed in MATLAB software. For feature extraction step we have preferred to take 5 features which are referred as contrast, correlation, homogeneity, energy and local binary patterns. These features help classifier to give output precisely.

Citations

APA: Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal (2025). Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier. DOI: 10.86493/VEREDAS.2022/V12I7/03

AMA: Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal. Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier. 2025. DOI: 10.86493/VEREDAS.2022/V12I7/03

Chicago: Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal. "Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier." Published 2025. DOI: 10.86493/VEREDAS.2022/V12I7/03

IEEE: Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal, "Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier," 2025, DOI: 10.86493/VEREDAS.2022/V12I7/03

ISNAD: Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal. "Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier." DOI: 10.86493/VEREDAS.2022/V12I7/03

MLA: Singh Ananya, Mandal Binita, Vaghasiya Mohit, Khambhati Dimpal. "Detection of Leukemia in Human Blood Cell Images Using Image Processing with SVM classifier." 2025, DOI: 10.86493/VEREDAS.2022/V12I7/03