ON GABOR CONTRIBUTION TO IMAGE-ENHANCEMENT

被引:173
作者
LINDENBAUM, M [1 ]
FISCHER, M [1 ]
BRUCKSTEIN, A [1 ]
机构
[1] TECHNION ISRAEL INST TECHNOL,DEPT MECH ENGN,HAIFA,ISRAEL
关键词
EDGE DETECTION; IMAGE ENHANCEMENT; DIRECTIONAL FILTERING; ANISOTROPIC DIFFUSION;
D O I
10.1016/0031-3203(94)90013-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Dennis Gabor is mainly known for the invention of optical holography and the introduction of the so-called Gabor functions in communications. A few people know that he was also interested in image processing. In a paper entitled ''Information theory in electron microscopy'' (Laboratory Investigation 14(6), 801-807 (1965), written in 1965, he examined the problem of image deblurring and was the first to suggest a method for edge enhancement based on principles widely accepted today and implemented in advanced image processing systems. In this paper his ideas are reviewed, their relation to contemporary methods is shown, and some simulations he could not do in 1965 are performed.
引用
收藏
页码:1 / 8
页数:8
相关论文
共 13 条
  • [1] IMAGE SELECTIVE SMOOTHING AND EDGE-DETECTION BY NONLINEAR DIFFUSION .2.
    ALVAREZ, L
    LIONS, PL
    MOREL, JM
    [J]. SIAM JOURNAL ON NUMERICAL ANALYSIS, 1992, 29 (03) : 845 - 866
  • [2] ITERATIVE METHODS FOR IMAGE DEBLURRING
    BIEMOND, J
    LAGENDIJK, RL
    MERSEREAU, RM
    [J]. PROCEEDINGS OF THE IEEE, 1990, 78 (05) : 856 - 883
  • [4] IMAGE SELECTIVE SMOOTHING AND EDGE-DETECTION BY NONLINEAR DIFFUSION
    CATTE, F
    LIONS, PL
    MOREL, JM
    COLL, T
    [J]. SIAM JOURNAL ON NUMERICAL ANALYSIS, 1992, 29 (01) : 182 - 193
  • [5] GABOR D, 1965, LAB INVEST, V14, P801
  • [6] GRAHAM RE, 1962, IRE T INF THEORY, V9, P129
  • [7] DEBLURRING GAUSSIAN BLUR
    HUMMEL, RA
    KIMIA, B
    ZUCKER, SW
    [J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1987, 38 (01): : 66 - 80
  • [8] KOVASZNAY LSG, 1955, P IRE, V43, P560
  • [9] FEATURE-ORIENTED IMAGE-ENHANCEMENT USING SHOCK FILTERS
    OSHER, S
    RUDIN, LI
    [J]. SIAM JOURNAL ON NUMERICAL ANALYSIS, 1990, 27 (04) : 919 - 940
  • [10] SCALE-SPACE AND EDGE-DETECTION USING ANISOTROPIC DIFFUSION
    PERONA, P
    MALIK, J
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (07) : 629 - 639