Detecting small targets in infrared image based on wavelet transforms and image fusion algorithms

被引:0
|
作者
Yan, HC [1 ]
Jun, ZB [1 ]
Kun, HP [1 ]
机构
[1] Beijing Inst Technol, Dept Elect Engn, Beijing 100081, Peoples R China
来源
ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings | 2005年
关键词
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
An algorithm is proposed for detecting small targets in infrared image and improving the detection ratio of single image. High-pass filters are used for image filtering to suppress background and remove part of noise. Wavelet transform is also adopted to obtain the information of the directions in horizontal, vertical and diagonal. Then according to the image fusion technology detect the small targets are detected in single image. This algorithm can reduce the number of the tentative tracks and detect the targets with high speed. The simulation results show that it can precisely detect the small targets in single image.
引用
收藏
页码:6395 / 6397
页数:3
相关论文
共 50 条
  • [31] Improved medical image fusion based on cascaded PCA and shift invariant wavelet transforms
    Benjamin, J. Reena
    Jayasree, T.
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2018, 13 (02) : 229 - 240
  • [32] Improved medical image fusion based on cascaded PCA and shift invariant wavelet transforms
    J. Reena Benjamin
    T. Jayasree
    International Journal of Computer Assisted Radiology and Surgery, 2018, 13 : 229 - 240
  • [33] Image fusion method based on redundant lifting non-separable wavelet transforms
    Wang, Wei-Xing
    Zeng, Ji-Bing
    Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2009, 38 (01): : 13 - 16
  • [34] Wavelet transforms in image processing
    Kingsbury, N
    Magarey, J
    SIGNAL ANALYSIS & PREDICTION I, 1997, : 23 - 34
  • [35] Wavelet transforms and image compression
    Khludov, S. Y.
    Optoelectronics, Instrumentation and Data Processing (English translation of Avtometriya), (02):
  • [36] A detecting method for infrared target based on lifting wavelet transforms
    Feng, YQ
    Zhang, SW
    Xi, ZF
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2430 - 2432
  • [37] Localization algorithm for small objects in an image using wavelet transforms
    A. A. Dontsov
    Yu. L. Koziratskii
    Optoelectronics, Instrumentation and Data Processing, 2013, 49 (2) : 142 - 147
  • [38] Localization Algorithm for Small Objects in an Image using Wavelet Transforms
    Dontsov, A. A.
    Koziratskii, Yu. L.
    OPTOELECTRONICS INSTRUMENTATION AND DATA PROCESSING, 2013, 49 (02) : 142 - 147
  • [39] Detecting and tracking dim small targets in infrared image sequences under complex backgrounds
    Li, Ying
    Liang, Shi
    Bai, Bendu
    Feng, David
    MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 71 (03) : 1179 - 1199
  • [40] Detecting and tracking dim small targets in infrared image sequences under complex backgrounds
    Ying Li
    Shi Liang
    Bendu Bai
    David Feng
    Multimedia Tools and Applications, 2014, 71 : 1179 - 1199