Infrared and Laser Engineering, Volume. 51, Issue 6, 20210950(2022)
Image registration algorithm using SURF feature and local cross-correlation information
Figures & Tables(7)
Fig. 3. Image fine registration process based on local cross-correlation information
Fig. 6. Experimental results of different image registration methods
Table 1. Experimental results of different image registration methods
View tableView in ArticleTable 1. Experimental results of different image registration methods
Group Registration method Registration error/pixel Registration duration/s A Proposed 0.0723 6.907 SURF 0.3764 3.557 CCIC - 12.105 ORB 0.6673 1.112 SIFT 0.3824 6.731 B Proposed 0.1052 5.403 SURF 0.3510 3.206 CCIC - 11.906 ORB 0.5062 1.105 SIFT 0.3356 5.419 C Proposed 0.0986 8.032 SURF 0.2742 3.908 CCIC - 12.231 ORB 0.4372 1.126 SIFT 0.2820 7.026 D Proposed 0.1153 9.430 SURF 0.2637 7.531 CCIC - 21.330 ORB 0.5816 1.335 SIFT 0.243 2 12.692
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Zhongjun Wang, Yanfeng Chao. Image registration algorithm using SURF feature and local cross-correlation information[J]. Infrared and Laser Engineering, 2022, 51(6): 20210950
Paper Information
Category: Image processing
Received: Dec. 11, 2021
Accepted: --
Published Online: Dec. 20, 2022
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