Fuzzy Adaptive Gamma Correction for Contrast Enhancement

被引:0
|
作者
Parihar, Anil Singh [1 ]
机构
[1] Delhi Technol Univ, Dept Informat Technol, Delhi, India
来源
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SUSTAINABLE SYSTEMS (ICISS 2017) | 2017年
关键词
fuzzy logic; membership function; gamma correctio; contrast enhancement; DYNAMIC HISTOGRAM EQUALIZATION; IMAGE-ENHANCEMENT;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new contrast enhancement algorithm based on fuzzy logic. The fuzzy contrast distribution (FCD) is introduced in this work. The algorithm computes FCD of the input image using fuzzy membership function and fuzzy rules. An adaptive parameter gamma is defined using FCD. The algorithm uses gamma correction with adaptive gamma to obtain the contrast-enhanced images. The performance of the proposed algorithm is compared with conventional as well as state-of-art contrast enhancement algorithms. The assessment of the experimental results is performed quantitatively and visually. The assessment of results shows that the proposed algorithm outperforms most of the existing contrast enhancement algorithms. The proposed algorithm yields good contrast, natural-looking images.
引用
收藏
页码:625 / 629
页数:5
相关论文
共 50 条
  • [31] Adaptive gamma correction for automatic contrast enhancement of Chest-X-ray images affected by various lung diseases
    Yadav, Vivek Kumar
    Singhai, Jyoti
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (29) : 73457 - 73475
  • [32] Infrared image contrast enhancement using adaptive histogram correction framework
    Deng, Weitao
    Liu, Lei
    Chen, Huateng
    Bai, Xiaofeng
    OPTIK, 2022, 271
  • [33] Contrast enhancement and brightness preserving of digital mammograms using fuzzy clipped contrast-limited adaptive histogram equalization algorithm
    Jenifer, Sheeba
    Parasuraman, S.
    Kadirvelu, Amudha
    APPLIED SOFT COMPUTING, 2016, 42 : 167 - 177
  • [34] A novel fuzzy logic approach to contrast enhancement
    Cheng, HD
    Xu, HJ
    PATTERN RECOGNITION, 2000, 33 (05) : 809 - 819
  • [35] A novel fuzzy wavelet approach to contrast enhancement
    Liu, GJ
    Huang, JH
    Tang, XL
    Liu, JF
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 4325 - 4330
  • [36] A New Adaptive Gamma Correction Based Algorithm Using DWT-SVD for Non-Contrast CT Image Enhancement
    Kallel, Fathi
    Ben Hamida, Ahmed
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2017, 16 (08) : 666 - 675
  • [37] Low-illumination image contrast enhancement using adaptive gamma correction and deep learning model for person identification and verification
    Tommandru, Suresh
    Sandanam, Domnic
    JOURNAL OF ELECTRONIC IMAGING, 2023, 32 (05)
  • [38] Adaptive Contrast Enhancement With Lesion Focusing (ACELF)
    Ang, Jinger
    Sim, Kok Swee
    Tan, Shing Chiang
    Lim, Chee Peng
    IEEE ACCESS, 2025, 13 : 41785 - 41796
  • [39] Adaptive Fuzzy Logic Based Bi - Histogram Equalization for Contrast Enhancement of Mammograms
    Sheba, K. U.
    Raj, Gladston S.
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 156 - 161
  • [40] Underwater Image Restoration via Adaptive Color Correction and Contrast Enhancement Fusion
    Zhang, Weihong
    Li, Xiaobo
    Xu, Shuping
    Li, Xujin
    Yang, Yiguang
    Xu, Degang
    Liu, Tiegen
    Hu, Haofeng
    REMOTE SENSING, 2023, 15 (19)