An Adaptive Complex Diffusion Image Denoising Method

被引:0
|
作者
Jiang, Hua [1 ]
Sun, Xing-Bo [1 ]
机构
[1] Sichuan Univ Sci & Engn, Zigong 643000, Sichuan, Peoples R China
关键词
Complex Diffusion; Diffusion function; Iterative Step; Image Denoising; EDGE-DETECTION; ENHANCEMENT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Through discussion of the characteristics of complex diffusion, a novel adaptive complex diffusion algorithm based on diffusion parameter k and iterative step Delta t is proposed in this paper. This new algorithm uses the gradient information of image real part to control the diffusion strength and iterative step to achieve better denoising effect in less diffusion time. Numerical experiments results show that this algorithm can remove the noise while preserving more image details and gain higher peak signal noise ratio in a shorter time.
引用
收藏
页码:753 / 758
页数:6
相关论文
共 50 条
  • [1] Image denoising method based on adaptive anisotropic diffusion equation
    School of Science, Xidian Univ., Xi'an 710071, China
    不详
    不详
    J. Comput. Inf. Syst., 2007, 6 (2261-2268):
  • [2] Adaptive Image Denoising Method Based on Diffusion Equation and Deep Learning
    Ma, Shaobin
    Li, Lan
    Zhang, Chengwen
    JOURNAL OF ROBOTICS, 2022, 2022
  • [3] An adaptive diffusion coefficient selection for image denoising
    Rafsanjani, Hossein Khodabalchshi
    Sedaaghi, Mohammad Hossein
    Saryazdi, Saeid
    DIGITAL SIGNAL PROCESSING, 2017, 64 : 71 - 82
  • [4] A New Adaptive Image Denoising Method
    Biswas M.
    Om H.
    Biswas, Mantosh (mantoshb@gmail.com), 1600, Springer (97): : 1 - 10
  • [5] A Special Method for Adaptive Image Denoising
    Li, Xiao-Jie
    Pan, Yu-Tian
    Wang, Shuang
    INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMMUNICATION ENGINEERING (CSCE 2015), 2015, : 280 - 286
  • [6] Image enhancement and denoising by complex diffusion processes
    Gilboa, G
    Sochen, N
    Zeevi, YY
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2004, 26 (08) : 1020 - 1036
  • [7] A New DTI Image Denoising Method Based on Shearlet Shrinkage and Complex Diffusion
    Zhang, Xiangfen
    Liu, Xiaoyun
    Ma, Yan
    2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 229 - 233
  • [8] Image denoising via an adaptive weighted anisotropic diffusion
    Yong Chen
    Taoshun He
    Multidimensional Systems and Signal Processing, 2021, 32 : 651 - 669
  • [9] Image denoising using a directional adaptive diffusion filter
    Zhao Cuifang
    Shi Caicheng
    He Peikun
    SIGNAL ANALYSIS, MEASUREMENT THEORY, PHOTO-ELECTRONIC TECHNOLOGY, AND ARTIFICIAL INTELLIGENCE, PTS 1 AND 2, 2006, 6357
  • [10] Image denoising via an adaptive weighted anisotropic diffusion
    Chen, Yong
    He, Taoshun
    MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2021, 32 (02) : 651 - 669