Adaptive image processing using rank-order filters with spatial connectivity of elements

被引:1
|
作者
Kober, V [1 ]
Mozerov, M [1 ]
Alvarez-Borrego, J [1 ]
机构
[1] CICESE, Dept Opt, Div Appl Phys, Ensenada 22860, Baja California, Mexico
关键词
rank-order filters; median filter; nonlinear adaptive filtering; noise smoothing;
D O I
10.1117/12.411577
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
A new approach to design rank-order filters based on an explicit use of spatial relations between image elements is proposed. Many rank-order processing techniques may be implemented by applying the approach, such as noise suppression, local contrast enhancement, and local detail extraction. The performance of the proposed rank-order filters for suppression a strong impulsive noise in a test interferogram-like image is compared to conventional rank-order algorithms. The comparisons are made using a mean square error, a mean absolute error, and a subjective human visual error criteria.
引用
收藏
页码:570 / 581
页数:12
相关论文
共 50 条
  • [1] Cluster analysis by adaptive rank-order filters
    Sbai, EH
    [J]. PATTERN RECOGNITION, 2001, 34 (10) : 2015 - 2027
  • [2] Extraction of desirable details with adaptive rank-order filters
    Martinez-Diaz, Saul
    Kober, Vitaly
    [J]. APPLICATIONS OF DIGITAL IMAGE PROCESSING XXIX, 2006, 6312
  • [3] SMOOTHING WITH ADAPTIVE RANK ORDER FILTERS FOR EARLY PROCESSING IN IMAGE SEGMENTATION
    ZAMPERONI, P
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 1995, 9 (04) : 355 - 368
  • [4] Rank-order filters for FOPEN target detection
    Mitra, AK
    Lewis, TL
    Shaw, AK
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (02) : 93 - 96
  • [5] A SPATIAL RANK-ORDER CORRELATION MEASURE
    GLICK, BJ
    [J]. GEOGRAPHICAL ANALYSIS, 1982, 14 (02) : 177 - 181
  • [6] Combining the discrete wavelet transforms and rank-order based filters for image restoration
    Atourian, SM
    Egiazarian, KO
    Gevorkian, DZ
    Astola, JT
    [J]. OPTICAL ENGINEERING, 1998, 37 (01) : 189 - 201
  • [7] SELECTION OF PROCESSING ALGORITHMS FOR DIGITAL IMAGE COMPRESSION - A RANK-ORDER STUDY
    HOLBERT, JM
    STAIGER, M
    CHANG, TS
    TOWERS, JD
    BRITTON, CA
    [J]. ACADEMIC RADIOLOGY, 1995, 2 (04) : 273 - 276
  • [9] A RANK-ORDER COMPARISON OF IMAGE QUALITY METRICS
    Dosselmann, Richard
    Yang, Xue Dong
    [J]. 2013 26TH ANNUAL IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2013, : 325 - 328
  • [10] Ultra-wideband radar data models and target detection with adaptive rank-order filters
    Mitra, AK
    Lewis, TL
    Paul, AS
    Shaw, AK
    [J]. ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY IX, 2002, 4727 : 112 - 121