Constructive action of noise for impulsive noise removal in scalar images

被引:18
作者
Histace, A. [1 ]
Rousseau, D. [1 ]
机构
[1] CNRS, FRE 2656, LISA, F-49000 Angers, France
关键词
D O I
10.1049/el:20060180
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A nonlinear variational approach to remove impulsive noise in scalar images is proposed. Taking benefit from recent studies on the use of stochastic resonance and the constructive role of noise in nonlinear processes, the process is based on the classical restoration process of Perona-Malik in which a Gaussian noise is purposely injected. It is shown that this new process can outperform the original restoration process of Perona-Malik.
引用
收藏
页码:393 / 395
页数:3
相关论文
共 7 条
  • [1] BONCELET C, 2000, HDB IMAGE VIDEO PROC
  • [2] IMAGE SELECTIVE SMOOTHING AND EDGE-DETECTION BY NONLINEAR DIFFUSION
    CATTE, F
    LIONS, PL
    MOREL, JM
    COLL, T
    [J]. SIAM JOURNAL ON NUMERICAL ANALYSIS, 1992, 29 (01) : 182 - 193
  • [3] Chapeau-Blondeau F, 2004, PHYS REV E, V70, DOI 10.1103/PhysRevE.70.060101
  • [4] A review of stochastic resonance: Circuits and measurement
    Harmer, GP
    Davis, BR
    Abbott, D
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2002, 51 (02) : 299 - 309
  • [5] Image sequence analysis via partial differential equations
    Kornprobst, P
    Deriche, R
    Aubert, G
    [J]. JOURNAL OF MATHEMATICAL IMAGING AND VISION, 1999, 11 (01) : 5 - 26
  • [6] Maheshwari O. U., 2005, WSEAS Transactions on Communications, V4, P1350
  • [7] SCALE-SPACE AND EDGE-DETECTION USING ANISOTROPIC DIFFUSION
    PERONA, P
    MALIK, J
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (07) : 629 - 639