A histogram equalization model for color image contrast enhancement

被引:0
|
作者
Wei Wang
Yuming Yang
机构
[1] Tongji University,School of Mathematical Sciences
来源
关键词
Color Space; Histogram equalization; Contrast enhancement; Variational approach; Energy functional; Transformation function; Alternating minimization;
D O I
暂无
中图分类号
学科分类号
摘要
The main aim of this paper is to develop a histogram equalization algorithm for color image contrast enhancement. Our idea is to propose a variational approach containing an energy functional to determine local transformations in the lightness (L) and chroma (C) channels of the CIE LCH color space such that the histograms in these two channels can be redistributed locally. In order to minimize the differences among the local transformation at the nearby pixel locations in each channel, the spatial regularization of the transformation is incorporated in the functional for the equalization process. The existence and uniqueness of the minimizer of the variational model can be shown. Experimental results are reported to show that the performance of the proposed models is competitive with the other compared methods for several testing images.
引用
收藏
页码:1725 / 1732
页数:7
相关论文
共 50 条
  • [31] Bilateral Histogram Equalization for Contrast Enhancement
    Amil, Feroz Mahmud
    Rahman, Shanto
    Rahman, Md. Mostafijur
    Dey, Emon Kumar
    [J]. INTERNATIONAL JOURNAL OF SOFTWARE INNOVATION, 2016, 4 (04) : 15 - 34
  • [32] An Advanced Image Contrast Enhancement Based on Exponential and Logarithmic Histogram Equalization
    Yang, Fan
    Wu, Jin
    Hu, Yanli
    [J]. PROCEEDINGS OF 2010 ASIA-PACIFIC YOUTH CONFERENCE ON COMMUNICATION, VOLS 1 AND 2, 2010, : 42 - +
  • [33] Range Limited Bi-Histogram Equalization for image contrast enhancement
    Zuo, Chao
    Chen, Qian
    Sui, Xiubao
    [J]. OPTIK, 2013, 124 (05): : 425 - 431
  • [34] Contrast Enhancement Dynamic Histogram Equalization for Medical Image Processing Application
    Ismail, Wan Zakiah Wan
    Sim, Kok Swee
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2011, 21 (03) : 280 - 289
  • [35] Fuzzy Logic-Based Histogram Equalization for Image Contrast Enhancement
    Magudeeswaran, V.
    Ravichandran, C. G.
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [36] Dynamic Recursive Subimage Histogram Equalization Algorithm for Image Contrast Enhancement
    Jordanski, Milos
    Arsic, Aleksandra
    Tuba, Milan
    [J]. 2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), 2015, : 819 - 822
  • [37] Satellite Image Contrast Enhancement Algorithm based on Plateau Histogram Equalization
    Aedla, Raju
    Dwarakish, G. S.
    Reddy, D. Venkat
    [J]. 2014 IEEE REGION 10 SYMPOSIUM, 2014, : 213 - 218
  • [38] Image contrast enhancement using histogram equalization with maximum intensity coverage
    Wong, Chin Yeow
    Liu, Shilong
    Liu, San Chi
    Rahman, Md Arifur
    Lin, Stephen Ching-Feng
    Jiang, Guannan
    Kwok, Ngaiming
    Shi, Haiyan
    [J]. JOURNAL OF MODERN OPTICS, 2016, 63 (16) : 1618 - 1629
  • [39] Mixture Contrast Limited Adaptive Histogram Equalization for Underwater Image Enhancement
    Hitam, Muhammad Suzuri
    Yussof, Wan Nural Jawahir Hj Wan
    Awalludin, Ezmahamrul Afreen
    Bachok, Zainuddin
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS TECHNOLOGY (ICCAT), 2013,
  • [40] Color Image Enhancement Using Brightness Preserving Dynamic Histogram Equalization
    Kong, Nicholas Sia Pik
    Ibrahim, Haidi
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2008, 54 (04) : 1962 - 1968