• Infrared and Laser Engineering
  • Vol. 51, Issue 6, 20210950 (2022)
Zhongjun Wang1 and Yanfeng Chao2
Author Affiliations
  • 1School of Information Engineering, KaiFeng University, Kaifeng 475004, China
  • 2Henan Information Center, Zhengzhou 450003, China
  • show less
    DOI: 10.3788/IRLA20210950 Cite this Article
    Zhongjun Wang, Yanfeng Chao. Image registration algorithm using SURF feature and local cross-correlation information[J]. Infrared and Laser Engineering, 2022, 51(6): 20210950 Copy Citation Text show less
    Registration process
    Fig. 1. Registration process
    Example of SURF algorithm feature point registration
    Fig. 2. Example of SURF algorithm feature point registration
    Image fine registration process based on local cross-correlation information
    Fig. 3. Image fine registration process based on local cross-correlation information
    Process of sliding window acquisition
    Fig. 4. Process of sliding window acquisition
    Experimental object
    Fig. 5. Experimental object
    Experimental results of different image registration methods
    Fig. 6. Experimental results of different image registration methods
    Group Registration methodRegistration error/pixel Registration duration/s
    AProposed0.07236.907
    SURF0.37643.557
    CCIC-12.105
    ORB0.66731.112
    SIFT0.38246.731
    BProposed0.10525.403
    SURF0.35103.206
    CCIC-11.906
    ORB0.50621.105
    SIFT0.33565.419
    CProposed0.09868.032
    SURF0.27423.908
    CCIC-12.231
    ORB0.43721.126
    SIFT0.28207.026
    DProposed0.11539.430
    SURF0.26377.531
    CCIC-21.330
    ORB0.58161.335
    SIFT0.243 212.692
    Table 1. Experimental results of different image registration methods
    Zhongjun Wang, Yanfeng Chao. Image registration algorithm using SURF feature and local cross-correlation information[J]. Infrared and Laser Engineering, 2022, 51(6): 20210950
    Download Citation