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
来源
INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND AUTOMATION (ICCEA 2014) | 2014年
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
  • [31] A New Adaptive Threshold Image-Denoising Method Based on Edge Detection
    Jiao, Yuan
    Huang, Binwen
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING III, 2014, 678 : 137 - +
  • [32] Hybrid regularizers-based adaptive anisotropic diffusion for image denoising
    Liu, Kui
    Tan, Jieqing
    Ai, Liefu
    SPRINGERPLUS, 2016, 5
  • [33] Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
    Li, Tong
    Feng, Hansen
    Wang, Lizhi
    Zhu, Lin
    Xiong, Zhiwei
    Huang, Hua
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 46 (12) : 8240 - 8257
  • [34] A New Newton Method for Anisotropic Diffusion Model in Image Denoising
    Bi, Xiang
    Yu, Xinyan
    Dou, Zeyang
    Zhu, Yonggui
    3RD INTERNATIONAL CONFERENCE ON APPLIED COMPUTING AND INFORMATION TECHNOLOGY (ACIT 2015) 2ND INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND INTELLIGENCE (CSI 2015), 2015, : 442 - 446
  • [35] An Improved Fourth Order Nonlinear Diffusion Method For Image Denoising
    Lu, Bibo
    Lin, Zhonghua
    Liu, Qiang
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 6287 - 6290
  • [36] Nonlinear diffusion for image denoising using lattice Boltzmann method
    Wang Z.-Q.
    Yan Z.-Z.
    Qian Y.-H.
    Yingyong Kexue Xuebao/Journal of Applied Sciences, 2010, 28 (04): : 367 - 373
  • [37] A Nonlinear Hybrid Diffusion Model for Image Denoising
    Alam, Khursheed
    Kumar, Santosh
    Kumar, Nitendra
    Pandey, Shri Prakash
    Pal, Surya Kant
    MACROMOLECULAR SYMPOSIA, 2023, 407 (01)
  • [38] Image denoising by nonlinear nonlocal diffusion equations
    Shi, Kehan
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2021, 395
  • [39] A New Adaptive Image Denoising Method Based on Neighboring Coefficients
    Biswas M.
    Om H.
    Journal of The Institution of Engineers (India): Series B, 2016, 97 (1) : 11 - 19
  • [40] Adaptive iterative global image denoising method based on SVD
    Liu, Yepeng
    Li, Xuemei
    Guo, Qiang
    Zhang, Caiming
    IET IMAGE PROCESSING, 2020, 14 (13) : 3028 - 3038