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
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
收藏
页码:15 / 34
页数:20
相关论文
共 33 条
[1]  
Amil FM, 2016, 2016 17TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), P231, DOI 10.1109/SNPD.2016.7515906
[2]  
[Anonymous], 1987, INTRO DIGITAL IMAGE
[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]  
Baker M., 1999, ESTIMATING IND MULTI
[5]  
Bedi S., 2013, INT J ADV RES COMPUT, V2
[6]   Minimum mean brightness error bi-histogram equalization in contrast enhancement [J].
Chen, SD ;
Ramli, R .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2003, 49 (04) :1310-1319
[7]  
Chronaki C E, 1997, IEEE Trans Inf Technol Biomed, V1, P257, DOI 10.1109/4233.681170
[8]  
DENG G, 1993, NUCLEAR SCIENCE SYMPOSIUM & MEDICAL IMAGING CONFERENCE, VOLS 1-3, P1615, DOI 10.1109/NSSMIC.1993.373563
[9]  
ELLROD GP, 1995, WEATHER FORECAST, V10, P606, DOI 10.1175/1520-0434(1995)010<0606:AITDAA>2.0.CO
[10]  
2