Stripe and ring artifact removal with combined wavelet - Fourier filtering

被引:562
作者
Muench, Beat [1 ]
Trtik, Pavel [1 ]
Marone, Federica [2 ]
Stampanoni, Marco [2 ,3 ,4 ]
机构
[1] Empa Mat Sci & Technol, CH-8600 Dubendorf, Switzerland
[2] Paul Scherrer Inst, Swiss Light Source, CH-5232 Villigen, Switzerland
[3] Univ Zurich, Inst Biomed Engn, CH-8092 Zurich, Switzerland
[4] ETH, CH-8092 Zurich, Switzerland
来源
OPTICS EXPRESS | 2009年 / 17卷 / 10期
关键词
FIB-NANOTOMOGRAPHY; IMAGES; REDUCTION; NOISE; MICROTOMOGRAPHY; TRANSFORM;
D O I
10.1364/OE.17.008567
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A fast, powerful and stable filter based on combined wavelet and Fourier analysis for the elimination of horizontal or vertical stripes in images is presented and compared with other types of destriping filters. Strict separation between artifacts and original features allowing both, suppression of the unwanted structures and high degree of preservation of the original image information is endeavoured. The results are validated by visual assessments, as well as by quantitative estimation of the image energy loss. The capabilities and the performance of the filter are tested on a number of case studies related to applications in tomographic imaging. The case studies include (i) suppression of waterfall artifacts in electron microscopy images based on focussed ion beam nanotomography, (ii) removal of different types of ring artifacts in synchrotron based X-ray microtomography and (iii) suppression of horizontal stripe artifacts from phase projections in grating interferometry. (C) 2009 Optical Society of America
引用
收藏
页码:8567 / 8591
页数:25
相关论文
共 36 条
  • [1] A spatial filter for the removal of striping artifacts in digital elevation models
    Albani, M
    Klinkenberg, B
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2003, 69 (07) : 755 - 765
  • [2] [Anonymous], 2005, WAVELETS EINFUHRUNG
  • [3] [Anonymous], 1999, A Wavelet Tour of Signal Processing
  • [4] ARRELL K, 2007, EARTH SURF PROCESSES, V33, P943
  • [5] Axelsson M, 2006, LECT NOTES COMPUT SC, V4174, P61
  • [6] Compensation of ring artefacts in synchrotron tomographic images
    Boin, Mirko
    Haibel, Astrid
    [J]. OPTICS EXPRESS, 2006, 14 (25) : 12071 - 12075
  • [7] CAI Z, 2004, P ISCE UK JUN, P156
  • [8] CANDES E.J., 1999, Curves and Surfaces, P1
  • [9] Oblique striping removal in remote sensing imagery based on wavelet transform
    Chen, Jinsong
    Lin, Hui
    Shao, Yun
    Yang, Limin
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (08) : 1717 - 1723
  • [10] Destriping CMODIS data by power filtering
    Chen, JS
    Shao, Y
    Guo, HD
    Wang, WM
    Zhu, BQ
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (09): : 2119 - 2124