A Novel Image Filtering and Enhancement Techniques for Detection of Cancer Blood Disorder

P Sujarani, M Yogeshwari - … on Advancements in Smart Computing and …, 2023 - Springer
Abstract Cancer Blood Disorder has an impact on the development and operation of our
blood cells. Blood disorders can affect platelets, blood plasma, white and red blood cells, or …

Prediction of Cancer Blood Disorder Using Adaptive Otsu Threshold and Deep Convolutional Neural Networks

S Jeyalaksshmi, SKP Preethika, JG Hannah… - … in Clinical Medicine, 2024 - igi-global.com
Cancer blood disorder affects blood cell formation and function. Blood disorders may affect
platelets, plasma, and white and red blood cells. The goal of this study is to identify blood …

Image denoising using discrete wavelet transform and adaptive thresholding optimised with improved arithmetic optimisation algorithm and guided filter

MM Dhas, NS Singh - International Journal of …, 2022 - inderscienceonline.com
The identification and characterisation of blood cells are needed for the diagnosis of blood-
related diseases. To identify and classify different types of blood cells, image processing …

Histogram Equalization with Filtering Techniques for Enhancement of Low Quality Microscopic Blood Smear Images

L Oussama, MMA Jamil, WM Hafizah… - Journal of …, 2018 - jtec.utem.edu.my
This paper presents image enhancement and filtering techniques for microscope blood
smear image, in order to improve low image quality that have characteristics: blurred, the …

Comparative Study of Cancer Blood Disorder Detection Using Convolutional Neural Networks

P Sujarani, M Yogeshwari - Recent Developments in Machine and …, 2023 - igi-global.com
Blood malignancies and various blood disorders can have an impact on a person. It is a
major health issue in all age groups. A blood disorder, such as influence platelets, blood …

Analysis of blood smear images using dark contrast algorithm and morphological filters

S Gupta, V Bhateja, S Verma, S Singh, Z Omar… - … Conference on Frontiers …, 2022 - Springer
Abstract In recent years, Biomedical Imaging has emerged as an effective tool in diagnosis
of various diseases. In order to perform anatomy or histology of cells, Blood Smear Images …

Color image enhancement of acute leukemia cells in blood microscopic image for leukemia detection sample

NH Harun, JA Bakar, Z Abd Wahab… - 2020 IEEE 10th …, 2020 - ieeexplore.ieee.org
Leukemia is a type of cancer that affects the white blood cell. Early detection of leukemia is
important to reduce the rate of mortality. In order to detect acute leukemia, conventional …

Optimized Haar wavelet-based blood cell image denoising with improved multiverse optimization algorithm

MM Dhas, NS Singh - Computer Methods in Biomechanics and …, 2023 - Taylor & Francis
Blood cells are complicated in the field of biomedicine. Several facilities now employ
microscopic images to detect cells or parasites by technicians. But there is no medical …

High dimensional Bio medical images denoising using wavelet transform and modified bilateral filter

MU Jabbar, A Waqar, M Awais… - … and Statistics (MACS …, 2022 - ieeexplore.ieee.org
Biomedical images consist of salient information that helps in diagnosis of diseases.
Significant amount of information is lost during process of transmission due to addition of …

A comparative study of different denoising and enhancement techniques for blood cell images

A Kumar, S Srivastava, R Sarin, R Irizarry - 2023 - IET
Blood cell images play a vital role in medical diagnosis and treatment. However, these
images are often affected by noise during slide preparation or images acquisition. The …