A Fast Back-Projection Algorithm Based on Cross Correlation for GPR Imaging

被引:80
|
作者
Zhou, Lin [1 ]
Huang, Chunlin [1 ]
Su, Yi [1 ]
机构
[1] Natl Univ Def Technol, Sch Elect Sci & Engn, Changsha 410073, Hunan, Peoples R China
关键词
Back projection (BP); cross correlation; ground-penetrating radar (GPR); radar imaging; BREAST-CANCER DETECTION; RADAR;
D O I
10.1109/LGRS.2011.2165523
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
In ground-penetrating radar imaging, the classic back-projection (BP) algorithm has an excellent reputation for imaging in layered mediums with convenience and robustness. However, the classic BP algorithm is time consuming and with a lot of artifacts, which have adverse effects on the following work like detection and recognition. A novel BP algorithm, which is both fast and with good effect of suppressing artifacts, is proposed in this letter. At first, an approved approximation method is used to calculate the position of refraction point with remarkable speed and satisfactory accuracy. Then, a lookup table is used to reduce the redundancy in classic BP algorithm. In order to achieve effective artifact suppression, a cross-correlation-based method is introduced. Experimental results of field data present the superiority of the proposed BP algorithm over its classic counterpart both in operation speed and artifact suppression.
引用
收藏
页码:228 / 232
页数:5
相关论文
共 50 条
  • [21] A fast beam hardening correction method incorporated in a filtered back-projection based MAP algorithm
    Luo, Shouhua
    Wu, Huazhen
    Sun, Yi
    Li, Jing
    Li, Guang
    Gu, Ning
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2017, 62 (05): : 1810 - 1830
  • [22] A Fast Cartesian Back-Projection Algorithm Based on Ground Surface Grid for GEO SAR Focusing
    Chen, Quan
    Liu, Wenkang
    Sun, Guang-Cai
    Chen, Xiaoxiang
    Han, Liang
    Xing, Mengdao
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [23] Development of a Microwave Imaging System with a Holographic Back-Projection Reconstruction Algorithm
    Branscum, J.
    Ali, I.
    Ahmad, S.
    Alsbou, N.
    [J]. MEDICAL PHYSICS, 2019, 46 (06) : E190 - E191
  • [24] Scene optimization of GPU-based back-projection algorithm
    Hao Gong
    Ying Liu
    Xiaoying Chen
    Cheng Wang
    [J]. The Journal of Supercomputing, 2023, 79 : 4192 - 4214
  • [25] ENHANCED ISAR IMAGING METHOD USING BACK-PROJECTION AND SVA ALGORITHM
    Cho, Byung-Lae
    Choi, In-Sik
    Rothwell, Edward J.
    [J]. MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2015, 57 (04) : 993 - 997
  • [26] Nonuniform fast Fourier transform-based fast back-projection algorithm for stepped frequency continuous wave ground penetrating radar imaging
    Qu, Lele
    Yin, Yuqing
    [J]. JOURNAL OF APPLIED REMOTE SENSING, 2016, 10
  • [27] A Pulse-by-Pulse Doppler Ambiguity Resolving Algorithm for FLMC-SAR Imaging Based on Fast Factorized Back-Projection
    Lu, Jingyue
    Zhang, Lei
    Meng, Zhichao
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62 : 1 - 19
  • [28] Scene optimization of GPU-based back-projection algorithm
    Gong, Hao
    Liu, Ying
    Chen, Xiaoying
    Wang, Cheng
    [J]. JOURNAL OF SUPERCOMPUTING, 2023, 79 (04): : 4192 - 4214
  • [29] Fast algorithm for list mode back-projection of Compton scatter camera data
    Wilderman, SJ
    Rogers, WL
    Knoll, GF
    Engdahl, JC
    [J]. 1997 IEEE NUCLEAR SCIENCE SYMPOSIUM - CONFERENCE RECORD, VOLS 1 & 2, 1998, : 391 - 395
  • [30] Fast algorithm for list mode back-projection of Compton scatter camera data
    Wilderman, SJ
    Rogers, WL
    Knoll, GF
    Engdahl, JC
    [J]. IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1998, 45 (03) : 957 - 962