Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image

被引:0
|
作者
Santoso, Ardhi W. [1 ]
Vokasi, Sekolah
Pebrianti, Dwi [2 ]
Bayuaji, Luhur [1 ]
Zain, Jasni M. [1 ]
机构
[1] Univ Malaysia Pahang, Fac Comp Syst & Software Engn, Pahang, Malaysia
[2] Univ Malaysia Pahang, Fac Elect & Elect Engn, Pahang, Malaysia
关键词
synthetic aperture radar (SAR); speckle noise; despeckle; image filter; image processing;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Synthetic Aperture Radar (SAR) image with its advantages, becoming popular than the optical image. However, the speckle in causes difficulties in the interpretation and analysis during image processing. Thus, before the SAR images are used, speckle noise reduction is necessary. The ideal speckle filter has the main goal of reducing speckle noise without losing the information, content, and preserve the edges and features. Various noise filters have been designed for different purposes and different capacities. In this study, we discuss four filters, namely Lee, Frost, Median and Mean filter. We are analyzing quality parameter and comparing statistic performance of Lee, Frost, Mean and Median filters for SAR sample data. The results show MSE, PSNR, SNR, and AD value that generate by Frost filter performs better than the other filter. And from visual interpretation of the de-speckle image that filtered with Frost filter, show sharpen edge and preserved texture.
引用
收藏
页码:11 / 14
页数:4
相关论文
共 50 条
  • [31] Open-loop adaptive filtering for speckle reduction in synthetic aperture radar images
    Rohwer, JA
    Magotra, N
    Stearns, SD
    CONFERENCE RECORD OF THE THIRTY-FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2000, : 219 - 223
  • [32] An adaptive soft thresholding method for Speckle noise reduction in Synthetic Aperture Radar images
    Vidal-Pantaleoni, A
    Martí, D
    Ferrando, M
    REMOTE SENSING IN THE 21ST CENTURY: ECONOMIC AND ENVIRONMENTAL APPLICATIONS, 2000, : 267 - 274
  • [33] COHERENCE AND SPECKLE REDUCTION IN COMPOUNDED CORRELATED PHASED-ARRAYS - SYNTHETIC APERTURE RADAR
    SILVERSTEIN, SD
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1986, 3 (11): : 1925 - 1934
  • [34] SYNTHETIC APERTURE RADAR FOCUSING WITH POLYPHASE FILTERS
    CAFFORIO, C
    PRATI, C
    ROCCA, F
    SIGNAL PROCESSING, 1989, 18 (04) : 397 - 411
  • [35] IMAGE SPECKLE CONTRAST REDUCTION RESULTING FROM INTEGRATIVE SYNTHETIC APERTURE IMAGING
    SICA, L
    APPLIED OPTICS, 1992, 31 (01): : 120 - 125
  • [36] SPECKLE ANALYSIS AND SMOOTHING OF SYNTHETIC APERTURE RADAR IMAGES
    LEE, JS
    COMPUTER GRAPHICS AND IMAGE PROCESSING, 1981, 17 (01): : 24 - 32
  • [37] A filter for reducing speckle in synthetic aperture radar images
    Kobayashi, N
    Hirosawa, H
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 1996, 79 (03): : 52 - 60
  • [38] SPECKLE SUPPRESSION AND ANALYSIS FOR SYNTHETIC APERTURE RADAR IMAGES
    LEE, JS
    OPTICAL ENGINEERING, 1986, 25 (05) : 636 - 643
  • [39] SPECKLE REDUCTION IN SYNTHETIC-APERTURE RADARS
    PORCELLO, LJ
    MASSEY, NG
    INNES, RB
    MARKS, JM
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1976, 66 (11) : 1305 - 1311
  • [40] SPECKLE REDUCTION IN ULTRASONIC SYNTHETIC APERTURE IMAGES
    LI, Y
    NEWHOUSE, VL
    SHANKAR, PM
    KARPUR, P
    ULTRASONICS, 1992, 30 (04) : 233 - 237