Contrast Enhancement of Mycobacterium Tuberculosis Images Based on Improved Histogram Equalization

被引：0

作者：

Xu, Chao ^{[1
]}

Zhou, Dongxiang ^{[1
]}

Peng, Keju ^{[1
]}

Fan, Weihong ^{[1
]}

Liu, Yunhui ^{[2
]}

机构：

[1] Natl Univ Def Technol, Coll Elect Sci & Engn, Changsha 410073, Hunan, Peoples R China

[2] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Hong Kong, Peoples R China

来源：

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2016年 / E99D卷 / 11期

关键词：

contrast enhancement; tuberculosis; histogram equalization; PDF transformation;

D O I：

10.1587/transinf.2016EDL8108

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

There are often low contrast Mycobacterium tuberculosis (MTB) objects in the MTB images. Based on improved histogram equalization (HE), a framework of contrast enhancement is proposed to increase the contrast of MTB images. Our proposed algorithm was compared with the traditional HE and the weighted thresholded HE. The experimental results demonstrate that our proposed algorithm has better performance in contrast enhancement, artifacts suppression, and brightness preserving for MTB images.

引用

页码：2847 / 2850

页数：4

共 9 条

[1] A dynamic histogram equalization for image contrast enhancement [J].

Abdullah-Al-Wadud, M. ;

Kabir, Md. Hasanul ;

Dewan, M. Ali Akber ;

Chae, Oksam .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2007, 53 (02) :593-600

[2] Transform-based image enhancement algorithms with performance measure [J].

Agaian, SS ;

Panetta, K ;

Grigoryan, AM .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (03) :367-382

[3] A Histogram Modification Framework and Its Application for Image Contrast Enhancement [J].

Arici, Tarik ;

Dikbas, Salih ;

Altunbasak, Yucel .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2009, 18 (09) :1921-1935

[4] Brightness preserving dynamic histogram equalization for image contrast enhancement [J].

Ibrahim, Haidi ;

Kong, Nicholas Sia Pik .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2007, 53 (04) :1752-1758

[5] Contrast enhancement using brightness preserving bi-histogram equalization [J].

Kim, YT .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1997, 43 (01) :1-8

[6] Fast image/video contrast enhancement based on weighted thresholded histogram equalization [J].

Wang, Qing ;

Ward, Rabab K. .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2007, 53 (02) :757-764

[7] Image enhancement based on equal area dualistic sub-image histogram equalization method [J].

Wang, Y ;

Chen, Q ;

Zhang, BM .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1999, 45 (01) :68-75

[8]

Yang S, 2003, IEEE IMAGE PROC, P881

[9]

Yongping Zhai, 2010, 2010 IEEE International Conference on Robotics and Biomimetics (ROBIO), P41, DOI 10.1109/ROBIO.2010.5723300

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