Detection of dim targets in digital infrared imagery by morphological image processing

被引:172
作者
Rivest, JF [1 ]
Fortin, R [1 ]
机构
[1] DEF RES ESTAB,VALCARTIER ELECTROOPT DIV,QUEBEC CITY,PQ G0A 1R0,CANADA
关键词
dim targets; mathematical morphology; spatial filtering; target detection; IR digital imaging; nonlinear image processing;
D O I
10.1117/1.600620
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We describe the development and the implementation of a new nonlinear image processing methodology to detect dim targets in infrared images, The methodology is based on mathematical morphology. In a first phase, the image is filtered in order to enhance positively contrasted, isotropic objects with a specified size, Then, a simple motion analysis is carried out, and finally, detection is performed by thresholding. A complete study of the algorithm performance on NATO test sequences is presented. A comparison is made with the Holmes filter and the scale-subtraction filter, a wavelet-based method. (C) 1996 Society of Photo-Optical Instrumentation Engineers.
引用
收藏
页码:1886 / 1893
页数:8
相关论文
共 13 条
  • [1] [Anonymous], 1988, IMAGE ANAL MATH MORP
  • [2] Beucher S., 1979, INT WORKSH IM PROC R
  • [3] DOUGHERTY ER, 1992, INTRO MORPHOLOGICAL
  • [4] GREGORIS D, 1994, P SOC PHOTO-OPT INS, V2242, P1
  • [5] HOLMES W, 1962, P FALL JOINT COMP C, P27
  • [6] AUTOMATIC PHOTOINTERPRETATION AND TARGET LOCATION
    HOLMES, WS
    [J]. PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1966, 54 (12): : 1679 - &
  • [7] Meyer F., 1990, Journal of Visual Communication and Image Representation, V1, P21, DOI 10.1016/1047-3203(90)90014-M
  • [8] PELI T, 1993, P SOC PHOTO-OPT INS, V1957, P85, DOI 10.1117/12.161427
  • [9] Rivest J.-F., 1992, Journal of Electronic Imaging, V1, P136, DOI 10.1117/12.55184
  • [10] Serra J., 1982, Image Analysis and Mathematical Morphology