Analysis of optical near-field images by Karhunen-Loeve transformation

被引:2
|
作者
Charraut, D
Courjon, D
Bainier, C
Moulinier, L
机构
[1] Laboratoire d'Optique P.M. Duffieux, Centre National de la Recherche Scientifique, Unité de Recherche Associeé, Université de Franche-Comté, Faculté des Sciences, 25030, Besançon Cedex
关键词
near-field microscopy; image processing; Karhunen-Loeve transform; information extraction; image-quality improvement;
D O I
10.1364/AO.35.003853
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
With regard to classical image transformations, the Karhunen-Loeve transform is based on the statistical analysis of signal or image data. We propose using it to analyze and recognize the content of images generated in near-field microscopy. It is shown that such a transform is an efficient tool for separating actual information from noise without reducing the spatial-frequency band. (C) 1996 Optical Society of America
引用
收藏
页码:3853 / 3861
页数:9
相关论文
共 50 条
  • [1] Optical near-field image processing by the Karhunen-Loeve transform
    Charraut, D
    Courjon, D
    Bainier, C
    Moulinier, L
    [J]. VISION SYSTEMS: NEW IMAGE PROCESSING TECHNIQUES, 1996, 2785 : 95 - 104
  • [2] Analysis of optical near-field images by Karhunen-Loève transformation
    Laboratoire d'Optique P.M. Duffieux, Ctr. Natl. de la Rech. Scientifique, Faculté des Sciences, route de Gray, 25030 Besançon Cedex, France
    [J]. Appl. Opt., 20 (3853-3861):
  • [3] Approximation of the Karhunen-Loeve transformation and its application to colour images
    Kouassi, R
    Gouton, P
    Paindavoine, M
    [J]. SIGNAL PROCESSING-IMAGE COMMUNICATION, 2001, 16 (06) : 541 - 551
  • [4] Symmetry and the Karhunen-Loeve analysis
    Kuwait Univ, Safat, Kuwait
    [J]. SIAM J Sci Comput, 5 (1526-1532):
  • [5] Symmetry and the Karhunen-Loeve analysis
    Smaoui, N
    Armbruster, D
    [J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 1997, 18 (05): : 1526 - 1532
  • [6] APPLICATIONS OF THE KARHUNEN-LOEVE TRANSFORMATION IN REFLECTION SEISMOLOGY
    ULRYCH, TJ
    LEVY, S
    OLDENBURG, DW
    JONES, IF
    [J]. GEOPHYSICS, 1984, 49 (05) : 633 - 633
  • [7] Application of the Karhunen-Loeve transform for natural color images analysis
    Kouassi, RK
    Devaux, JC
    Gouton, P
    Paindavoine, M
    [J]. THIRTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 1998, : 1740 - 1744
  • [8] OPTICAL PATTERN-RECOGNITION AND CLUSTERING - KARHUNEN-LOEVE ANALYSIS
    DUVERNOY, J
    [J]. APPLIED OPTICS, 1976, 15 (06): : 1584 - 1590
  • [9] ERROR COVARIANCE ANALYSIS OF A KARHUNEN-LOEVE RANDOM FIELD ESTIMATOR
    GUPTA, SN
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1985, 21 (05) : 670 - 687
  • [10] Optical field analysis by means of reduced Karhunen-Loeve representation with full elements accounting
    Musatenko, YS
    Kurashov, VN
    [J]. INTERNATIONAL CONFERENCE ON CORRELATION OPTICS, 1997, 3317 : 54 - 61