Empirical system of image enhancement for digital microscopic pneumonia bacteria images

Bratislava Medical Journal

article

T. Ganesh Kumar¹  V. Asha²  T. I. Manish³  G. Muthulakshmi² 

[1] Galgotias University;Manonmaniam Sundaranar University;Adi Sankara Institute of Engineering and Technology

关键词: Pneumonia bacteria;    image processing;    image enhancement;    median filter;    wiener filter;    single scale retinex;    multiscale retinex;   

DOI  :  10.4149/BLL_2018_096

学科分类：医学（综合）

来源: AEPress, s.r.o.

【 摘 要 】

In this paper the image processing method is used to enhance the pneumonia bacteria images. This paper recognized the bacteria images based on two domains. The enhancement techniques used for bacteria image enhancement were median filter, wiener filter, single scale retinex and multiscale retinex. Image enhancement has a very important role in digital image processing. The median and wiener filters were used for grayscale image enhancement. Then single scale retinex and multiscale retinex were used for color image enhancement. Based on performance metrics identified median filter is suitable for bacteria images in grayscale image enhancement and multiscale retinex is suitable for bacteria color image enhancement (Tab. 2, Fig. 8, Ref. 21).

【 授权许可】

CC BY