Comparison of Texture Features Used for Classification of Life Stages of Malaria Parasite. (9th May 2016)

• Record Type: Journal Article
• Authors: Bairagi, Vinayak K.; Charpe, Kshipra C.
• Other Names: Wei Guowei Academic Editor.
• Is Part Of: International journal of biomedical imaging. Volume 2016(2016)
• Publication Date: 2016-05-09
• Subjects: Diagnostic imaging -- Periodicals; Imaging systems in medicine -- Periodicals; Imagerie pour le diagnostic; Imagerie médicale; Diagnostic imaging; Imaging systems in medicine; Diagnostic Imaging -- Periodicals; Electronic journals; Periodicals; 616.0754
• DOI: 10.1155/2016/7214156
• Languages: English
• ISSNs: 1687-4188

Abstract

Abstract : Malaria is a vector borne disease widely occurring at equatorial region. Even after decades of campaigning of malaria control, still today it is high mortality causing disease due to improper and late diagnosis. To prevent number of people getting affected by malaria, the diagnosis should be in early stage and accurate. This paper presents an automatic method for diagnosis of malaria parasite in the blood images. Image processing techniques are used for diagnosis of malaria parasite and to detect their stages. The diagnosis of parasite stages is done using features like statistical features and textural features of malaria parasite in blood images. This paper gives a comparison of the textural based features individually used and used in group together. The comparison is made by considering the accuracy, sensitivity, and specificity of the features for the same images in database.