Bilateral Histogram Equalization for Contrast Enhancement

被引：0

作者：

Amil, Feroz Mahmud ^{[1
]}

Rahman, Shanto ^{[1
]}

Rahman, Md. Mostafijur ^{[1
]}

Dey, Emon Kumar ^{[1
]}

机构：

[1] Univ Dhaka, Inst Informat Technol, Dhaka, Bangladesh

来源：

INTERNATIONAL JOURNAL OF SOFTWARE INNOVATION | 2016年 / 4卷 / 04期

关键词：

Contrast Enhancement; Harmonic Mean; Histogram Equalization; Image Sharpening; Image Smoothing;

D O I：

10.4018/IJSI.2016100102

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

As image enhancement is a well discussed issue, various methods have already been proposed till to date. Some of these methods perform well for specific applications but most of the techniques suffer from artifacts due to the over or under enhancement. To mitigate this problem a new technique namely Bilateral Histogram Equalization for contrast enhancement (BHE) which uses Harmonic mean of the image to divide the histogram is introduced. BHE is evaluated in both qualitative and quantitative manner and the results show that BHE creates less artifacts on several standard images than other existing state-of-the-art image enhancement techniques.

引用

页码：15 / 34

页数：20

共 33 条

[21] ADAPTIVE HISTOGRAM EQUALIZATION AND ITS VARIATIONS [J].

PIZER, SM ;

AMBURN, EP ;

AUSTIN, JD ;

CROMARTIE, R ;

GESELOWITZ, A ;

GREER, T ;

TERHAARROMENY, B ;

ZIMMERMAN, JB ;

ZUIDERVELD, K .

COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1987, 39 (03) :355-368

[22]

Podpora M., 2014, 2014 FED C COMP SCI, P29, DOI DOI 10.15439/2014F206

[23]

Rahman Md Mostafijur, 2015, International Journal of Information Technology and Computer Science, V7, P19, DOI 10.5815/ijitcs.2015.07.03

[24]

Rahman MM, 2015, 2015 18TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), P390, DOI 10.1109/ICCITechn.2015.7488102

[25]

Rahman S, 2014, 2014 17TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), P368, DOI 10.1109/ICCITechn.2014.7073123

[26] Content-Aware Dark Image Enhancement Through Channel Division [J].

Rivera, Adin Ramirez ;

Ryu, Byungyong ;

Chae, Oksam .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (09) :3967-3980

[27] The 2012 free and open source GIS software map - A guide to facilitate research, development, and adoption [J].

Steiniger, Stefan ;

Hunter, Andrew J. S. .

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2013, 39 :136-150

[28]

Sun CC, 2005, IEEE T CONSUM ELECTR, V51, P1300

[29] Brightness preserving histogram equalization with maximum entropy: A variational perspective [J].

Wang, C ;

Ye, ZF .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2005, 51 (04) :1326-1334

[30] 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

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