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Comparison of Texture Features Used for Classification of Life Stages of Malaria Parasite

机译:用于疟疾寄生虫生命阶段分类的质地特征比较

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摘要

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.
机译:疟疾是在赤道地区广泛发生的媒介传播疾病。即使经过了几十年的疟疾控制运动,今天仍然是高死亡率,由于诊断不及时而导致疾病。为防止许多人受到疟疾影响,诊断应及早,准确。本文提出了一种自动诊断血液图像中疟疾寄生虫的方法。图像处理技术用于诊断疟疾寄生虫并检测其阶段。寄生虫阶段的诊断是使用血液图像中疟原虫的统计特征和纹理特征进行的。本文对单独使用和组合使用的基于纹理的特征进行了比较。通过考虑数据库中相同图像的特征的准确性,敏感性和特异性进行比较。

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