A synthetical pose estimation of SAR imagery using Hough transform and 2-D continuous wavelet transform

被引:0
|
作者
Xin, Ning [1 ,2 ]
Wang, Guo-hong [1 ]
Zhang, Jing [1 ]
机构
[1] Naval Aeronaut Engn Inst, Res Inst Informat Fus, Yantai 264001, Peoples R China
[2] Yantai Univ, Inst Sci & Technol Opto Elect Informat, Yantai 264005, Peoples R China
关键词
SAR; pose estimation; 2-D continuous wavelet transform; Hough transform; the angular energy density;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
SAR target recognition close relates to target pose. When the pose of target is confirmed, the computational complexity can be deduced, which can increase the recognition probability greatly. Hough transform is an efficient approach to recognize the target pose. But, in general, Hough transform can obtain many poses for a single SAR target. The right pose can't be obtained only using Hough transform. In order to resolve this problem, in this paper, the angular energy density of 2-D continuous wavelet transform combined with Hough Transform is proposed. Many experimental results of MSTAR public target database show that this method is feasible and it can obtain the pose correctly.
引用
收藏
页码:680 / +
页数:2
相关论文
共 50 条
  • [1] Pose estimation of SAR imagery using the two dimensional continuous wavelet transform
    Kaplan, LM
    Murenzi, R
    PATTERN RECOGNITION LETTERS, 2003, 24 (14) : 2269 - 2280
  • [2] SAR target feature extraction using the 2-D continuous wavelet transform
    Kaplan, LM
    Murenzi, R
    RADAR SENSOR TECHNOLOGY II, 1997, 3066 : 101 - 112
  • [3] Object Detection by 2-D Continuous Wavelet Transform
    Reddy, Vijaya Kumar
    Siramoju, Kiran Kumar
    Sircar, Pradip
    2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), VOL 1, 2014, : 162 - 167
  • [4] Image compression using the 2-D wavelet transform
    Lewis, A. S.
    Knowles, G.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) : 244 - 250
  • [5] Implementation of 2-D biorthogonal wavelet transform using 2-D APDF
    Fu, Qiming
    Zhou, Xiao
    Wang, Chengyou
    Jiang, Baochen
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8 (05) : 55 - 74
  • [6] Hardware design of a Hough transform based 2-D motion estimation system
    Li, HL
    Chakrabarti, C
    VLSI SIGNAL PROCESSING, IX, 1996, : 359 - 368
  • [7] Hardware design of a 2-D motion estimation system based on the Hough transform
    Li, HL
    Chakrabarti, C
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1998, 45 (01): : 80 - 95
  • [8] Demodulation of single interferograms using a sliding 2-D continuous wavelet transform method
    Villa, Jesus
    de la Rosa, Ismael
    Ivanov, Rumen
    Alaniz, Daniel
    Gonzalez, Efren
    JOURNAL OF MODERN OPTICS, 2015, 62 (08) : 633 - 637
  • [9] Application of two-dimensional continuous wavelet transform for pose estimation
    Kaplan, LM
    Murenzi, R
    WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING VIII PTS 1 AND 2, 2000, 4119 : 70 - 81
  • [10] Fusion of 2-D SIMS Images Using the Wavelet Transform
    Thomas C. Stubbings
    Stavri G. Nikolov
    Herbert Hutter
    Microchimica Acta, 2000, 133 : 273 - 278