A Reliable Auto-Robust Analysis of Blood Smear Images for Classification of Microcytic Hypochromic Anemia Using Gray Level Matrices and Gabor Feature Bank

A Reliable Auto-Robust Analysis of Blood Smear Images for Classification of Microcytic Hypochromic Anemia Using Gray Level Matrices and Gabor Feature Bank

Accurate blood smear quantification with various blood cell samples is of great clinical importance. The conventional manual process of blood smear quantification is quite time consuming and is prone to errors. Therefore, this paper presents automatic detection of the most frequently occurring condi...

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Bibliographic Details
Main Authors: Bakht Azam, Sami Ur Rahman, Muhammad Irfan, Muhammad Awais, Osama Mohammed Alshehri, Ahmed Saif, Mohammed Hassan Nahari, Mater H. Mahnashi
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Entropy
Subjects:
erythrocytes
RBCs
segmentation
classification
anemia
reliable
Online Access:https://www.mdpi.com/1099-4300/22/9/1040

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