Chinese Journal of Liquid Crystals and Displays, Volume. 37, Issue 6, 758(2022)
Image mosaicing based on BRISK and improved RANSAC algorithm
Figures & Tables(8)
Fig. 3. Time comparison of feature points extracted by each algorithm
Fig. 5. Comparison of the number of correct matching pairs of keypoints
Table 1. Comparison of the average back-projection error rate
View tableView in ArticleTable 1. Comparison of the average back-projection error rate
组数 传统的RANSAC算法 改进后的RANSAC算法 PROSAC算法 1 0.604 0.527 0.566 2 0.476 0.428 0.458 3 0.530 0.493 0.511 4 0.333 0.333 0.333 5 0.491 0.459 0.493 6 0.553 0.510 0.625 7 0.584 0.536 1.023 8 0.534 0.526 0.565 9 0.725 0.590 0.940
Table 2. Comparison of execution time of each algorithm（ms）
View tableView in ArticleTable 2. Comparison of execution time of each algorithm（ms）
组数 本文
方法
SIFT +
RANSAC
SIFT +
PROSAC
SURF +
RANSAC
SURF +
PROSAC
1 42.08 85.72 82.97 129.45 110.34 2 306.09 468.84 445.00 515.83 486.62 3 31.01 110.63 97.34 141.62 112.58 4 42.98 98.83 95.54 105.91 97.54 5 141.72 239.16 237.07 297.00 293.41 6 51.77 90.75 89.26 84.87 81.88 7 38.30 116.88 69.21 126.86 78.09 8 88.67 167.95 167.49 146.11 140.32 9 55.46 114.11 112.93 144.51 138.83
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Gang DU, Ling-yan HOU, Qiang TONG, Da-li YANG. Image mosaicing based on BRISK and improved RANSAC algorithm[J]. Chinese Journal of Liquid Crystals and Displays, 2022, 37(6): 758
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Received: Nov. 17, 2021
Accepted: --
Published Online: Jun. 22, 2022
The Author Email: Gang DU (1938323768@qq.com)
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