Segmentation based Extended Piecewise Maximum Entropy Histogram for image enhancement

被引:0
作者
Garg, Naman [1 ]
Srivastava, Gaurava [1 ]
Sengar, Prateek Singh
机构
[1] Univ Delhi, Div Elect & Commun, Netaji Subhas Inst Technol, New Delhi 110078, India
来源
2014 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN) | 2014年
关键词
Contrast enhancement; Piecewise Maximum Entropy (PME); Maximum Entropy; Performance Comparison; EQUALIZATION;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Histogram Equalization is an important tool to process the digital images for the purpose of image enhancement and normalization. But in some cases, it may cause bad results. Recently, a Piecewise Maximum Entropy Histogram technique was proposed, yet still with some limitations since it possesses less dynamic range problem. In this paper we present an Extended PME technique which reflects better result than the conventional one and yields more dynamic range so that better contrast enhancement of an image is achieved. Experimental results and comparison between a number of techniques on the basis of Absolute mean brightness error (AMBE), PSNR, Entropy and Standard Deviation values is presented.
引用
收藏
页码:168 / 173
页数:6
相关论文
共 8 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]  
[Anonymous], 2006, Digital Image Processing
[3]   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
[4]   Recursively Separated and Weighted Histogram Equalization for brightness preservation and contrast enhancement [J].
Kim, Mary ;
Chung, Min Gyo .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2008, 54 (03) :1389-1397
[5]  
Thomas Gabriel, 2011, IEEE T INSTRUMENTATI, V60
[6]   Contrast enhancement by automatic and parameter-free piecewise linear transformation for color images [J].
Tsai, Chun-Ming ;
Yeh, Zong-Mu .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2008, 54 (02) :213-219
[7]   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
[8]   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