Research on the 3D imaging algorithm of spin target based on the Hough transform

被引:1
|
作者
Li, Jin [1 ]
Pi, Yiming [1 ]
机构
[1] Univ Elect Sci & Technol China, Coll Elect Engn, Chengdu 611731, Peoples R China
基金
中国国家自然科学基金;
关键词
3D imaging; Spin target; Hough transform; ISAR; GENERALIZED RADON-TRANSFORM; FEATURE-EXTRACTION; ROTATING PARTS; ISAR;
D O I
10.1186/1687-1499-2013-90
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As one of the most typical characteristics in space target motion, spin phenomenon has good 3D imaging application potential. Conventional target imaging algorithm fails to make full use of the rotating features of the target to obtain the characteristics of target space, and the speedy spin of targets will cause the dramatic changes in the positions of scattering center within short observation session, which may lead to the failure of imaging algorithm. Aiming at such a special phenomenon of the space target, the time frequency distribution curve of echoes in each scattering center could be mapped onto the parameter space to obtain the position of each scattering center by taking advantage of Hough transformation, thus the 3D features of spin target could be obtained. In this article, the 3D imaging algorithm was studied on the basis of Hough transformation, and its effectiveness was tested with simulation. Meanwhile, the translational motion and shielding effect of space target were discussed, and favorable imaging results were achieved.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Research on the 3D imaging algorithm of spin target based on the Hough transform
    Jin Li
    Yiming Pi
    [J]. EURASIP Journal on Wireless Communications and Networking, 2013
  • [2] Hough transform-based 3D mesh retrieval
    Zaharia, T
    Prêteux, F
    [J]. VISION GEOMETRY X, 2001, 4476 : 175 - 185
  • [3] FAST 3D HOUGH TRANSFORM COMPUTATION
    Ershov, Egor. I.
    Terekhin, Arseniy P.
    Karpenko, Simon M.
    Nikolaev, Dmitry P.
    Postnikov, Vassili V.
    [J]. PROCEEDINGS - 30TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2016, 2016, : 227 - 230
  • [4] Generalized Hough transform for 3D object recognition and visualization in integral imaging
    Fernandez, Ariel
    Umpierrez, Julieta
    Alonso, Julia R.
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2023, 40 (04) : c37 - c45
  • [5] Research on 3D Target Detection Algorithm Based on PointFusion Algorithm Improvement
    Wang, Jun
    Jiang, Shuai
    Zeng, Linglang
    Zhang, Ruiran
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (11) : 381 - 387
  • [6] Imaging of Moving Target with Rotating Parts Based on Hough Transform
    Zhang, Qun
    Yeo, Tat Soon
    Tan, Hwee Siang
    [J]. 2006 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, 2006, : 4183 - 4186
  • [7] Imaging of a moving target with rotating parts based on the Hough transform
    Zhang, Qun
    Yeo, Tat Soon
    Tan, Hwee Siang
    Luo, Ying
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2008, 46 (01): : 291 - 299
  • [8] Coarse-to-fine 3D Randomized Hough Transform for dim target detection
    Fan, Ling
    [J]. COMPUTER AND INFORMATION TECHNOLOGY, 2014, 519-520 : 1040 - 1045
  • [9] Fast Hough transform based on 3D image space division
    Zorski, Witold
    [J]. ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, 2006, 4179 : 1071 - 1079
  • [10] MTRC-Tolerated Multi-Target Imaging Based on 3D Hough Transform and Non-Equal Sampling Sparse Solution
    Zou, Yimeng
    Tian, Jiahao
    Jin, Guanghu
    Zhang, Yongsheng
    [J]. REMOTE SENSING, 2021, 13 (19)