Hybrid Filter with Wavelet Denoising and Anisotropic diffusion Filter for Image Despeckling

被引:0
|
作者
Kour, Simranjit [1 ]
Kaur, Bikrampal [1 ]
机构
[1] Chandigarh Engn Coll, Dept Comp Sci & Engn, Landran, Mohali, India
关键词
Digital image; despeckling; wavelet transform; anisotropic filter;
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
SAR imaging is an efficient tool for retrieval of useful information about the surfaces of earth and various other planets as well. The synthetic aperture radar (SAR) generates severely degraded images due to a form of multiplicative noise called speckle. It is produced by the random interference of the electromagnetic waves which are backscattered because of the roughness of imaged surface. Numerous filters were developed which helped in enhancing the image quality to some extent. However, recent filtering techniques which were based on non local image modelling technique, proved to build way better filters which resulted in despeckling the images without tampering with its edges or oversmoothing the images. This paper introduces one such filtering technique which is based on the wavelet transformation followed by anisotropic filtering. The results are found and compared for Peak Signal to Noise Ratio, Coefficient of Correlation and Equivalent No of looks.
引用
收藏
页码:17 / 21
页数:5
相关论文
共 50 条
  • [1] A HYBRID FILTER FOR IMAGE DESPECKLING WITH WAVELET-BASED DENOISING AND SPATIAL FILTERING
    Akl, Adib
    Yaacoub, Charles
    2013 THIRD INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND INFORMATION TECHNOLOGY (ICCIT), 2013, : 325 - 329
  • [2] Iterative adaptive Despeckling SAR image using anisotropic diffusion filter and Bayesian estimation denoising in wavelet domain
    Shahram Saravani
    Rouzbeh Shad
    Marjan Ghaemi
    Multimedia Tools and Applications, 2018, 77 : 31469 - 31486
  • [3] Iterative adaptive Despeckling SAR image using anisotropic diffusion filter and Bayesian estimation denoising in wavelet domain
    Saravani, Shahram
    Shad, Rouzbeh
    Ghaemi, Marjan
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (23) : 31469 - 31486
  • [4] Fusion Despeckling Based on Surface Variation Anisotropic Diffusion Filter and Ratio Image Filter
    Guo, Fengcheng
    Zhang, Guo
    Zhang, Qingjun
    Zhao, Ruishan
    Deng, Mingjun
    Xu, Kai
    Jia, Peng
    Hao, Xiaoyun
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (04): : 2398 - 2411
  • [5] A Novel Hybrid Filter for Image Despeckling Based On Improved Adaptive Wiener Filter, Bilateral Filter and Wavelet Filter
    Salehi, Hadi
    Vahidi, Javad
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2021, 21 (03)
  • [6] Pyramid based Multiscale Anisotropic Diffusion Filter for Ultrasound Image Despeckling
    Liu, Ting
    Feng, Naizhang
    Shen, Yi
    Pan, Wenlei
    2014 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC) PROCEEDINGS, 2014, : 1345 - 1349
  • [7] Optical coherence tomography image denoising method by merging dyadic wavelet and anisotropic diffusion filter
    Zhang, Tian
    Sun, Yan-Kui
    Tian, Xiao-Lin
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2013, 43 (SUPPL.1): : 340 - 344
  • [8] A modified anisotropic diffusion with shock filter model for image denoising
    Yang, Yong, 1600, Central South University of Technology (45):
  • [9] IMPULSE-MOWING ANISOTROPIC DIFFUSION FILTER FOR IMAGE DENOISING
    Kim, Hakran
    Kim, Seongjai
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 2923 - 2927
  • [10] Denoising of Ultrasound Cervix Image Using Improved Anisotropic Diffusion Filter
    Rose, R. Jemila
    Allwin, S.
    WEST INDIAN MEDICAL JOURNAL, 2015, 64 (04): : 376 - 383