Yusi Shan, Bo Chen, Pengfei Cheng. Image Feature Point Matching Algorithm Based on Oriented Fast and Rotated Brief Algorithm and Hue, Saturation and Value[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1210012
- Laser & Optoelectronics Progress
- Vol. 59, Issue 12, 1210012 (2022)
Fig. 1. Algorithm process
Fig. 2. House. (a) Original graph; (b) effect of histogram equalization; (c) effect of bilateral filtering; (d) effect of proposed algorithm
Fig. 3. Road. (a) Original graph; (b) effect of histogram equalization; (c) effect of bilateral filtering; (d) effect of proposed algorithm
Fig. 4. Trees. (a) Original graph; (b) effect of histogram equalization; (c) effect of bilateral filtering; (d) effect of proposed algorithm
Fig. 5. Three sets of original images to be stitched
Fig. 6. House. (a) Hamming distance; (b) K-D Tree and Hamming distance; (c) proposed algorithm
Fig. 7. Road. (a) Hamming distance; (b) K-D Tree and Hamming distance; (c) proposed algorithm
Fig. 8. Trees. (a) Hamming distance; (b) K-D Tree and Hamming distance; (c) proposed algorithm
Fig. 9. House. (a) Splicing graph based on K-D Tree and Hamming distance; (b) splicing graph based on proposed algorithm
Fig. 10. Road. (a) Splicing graph based on K-D Tree and Hamming distance; (b) splicing graph based on proposed algorithm
Fig. 11. Trees. (a) Splicing graph based on K-D Tree and Hamming distance; (b) splicing graph based on proposed algorithm
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Table 1. Evaluation results
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Table 2. Matching correct rate P
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Table 3. Splicing graph NIQE scores of two methods
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