TARGET DETECTION USING MULTI-RESOLUTION ANALYSIS AND HOLDER CONSTANT

被引:0
|
作者
Liu Wenyu Li Hua Zhu Guangxi (Dept. of Electron
机构
基金
中国国家自然科学基金;
关键词
Target detection; Fractional Brownian motion; Wavelet translation; Holder constant;
D O I
暂无
中图分类号
TN957.51 [雷达信号检测处理];
学科分类号
080904 ; 0810 ; 081001 ; 081002 ; 081105 ; 0825 ;
摘要
Through analyzing the different height parameter of 3D surface between the artificial target and complex background based on the description of average Holder constant of fractional Brownian motion, a novel method of target detection based on wavelet transformation and Holder constant is proposed. The wavelet Holder constants are calculated and linearly interpolated in a series of images, the target is detected by testing the linearity error. The more accurate localization can be achieved using two images of the same region but with different scaling parameters. The application results of this algorithm for target detection are also given, and show that this method has good performance of noise immunity. This method is also suitable for identifying specific targets in complex background.
引用
收藏
页码:160 / 166
页数:7
相关论文
共 50 条
  • [41] Multi-resolution image analysis using the quaternion wavelet transform
    Bayro-Corrochano, E
    NUMERICAL ALGORITHMS, 2005, 39 (1-3) : 35 - 55
  • [42] Multi-Resolution Cascades for Multiclass Object Detection
    Saberian, Mohammad
    Vasconcelos, Nuno
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 27 (NIPS 2014), 2014, 27
  • [43] Multi-resolution community detection in massive networks
    Jihui Han
    Wei Li
    Weibing Deng
    Scientific Reports, 6
  • [44] Multi-resolution decomposition applied to crackle detection
    Du, M
    Lam, FK
    Chan, FHY
    Sun, J
    SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 4223 - 4226
  • [45] Multi-resolution community detection in massive networks
    Han, Jihui
    Li, Wei
    Deng, Weibing
    SCIENTIFIC REPORTS, 2016, 6
  • [46] Monitoring HVDC systems using wavelet multi-resolution analysis
    Gaouda, AM
    El-Saadany, EF
    Salama, MMA
    Sood, VK
    Chikhani, AY
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) : 662 - 670
  • [47] Multi-resolution image analysis using the quaternion wavelet transform
    Eduardo Bayro-Corrochano
    Numerical Algorithms, 2005, 39 : 35 - 55
  • [48] Multi-Resolution Analysis by Empirical Mode Decomposition for Usable Speech Detection
    Ghezaiel, Wajdi
    Ben Slimane, Amel
    Ben Braiek, Ezzedine
    2013 10TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2013,
  • [49] Evaluation of Facial Paralysis Degrees Using Multi-Resolution Analysis
    Ngo, T. H.
    Chen, Y. W.
    Seo, M.
    Matsushiro, N.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL APPLICATIONS (CISIA 2015), 2015, 18 : 648 - 651
  • [50] Deconstructing a polygenetic landscape using LiDAR and multi-resolution analysis
    Barrineau, Patrick
    Dobreva, Iliyana
    Bishop, Michael P.
    Houser, Chris
    GEOMORPHOLOGY, 2016, 258 : 51 - 57