Author Affiliations
1College of Information Engineering, Inner Mongolia University of Technology, Hohhot, Inner Mongolia 0 10080, China2Inner Mongolia Key Laboratory of Perception Technology and Intelligent Systems, Hohhot, Inner Mongolia 0 10080, Chinashow less
Fig. 1. Sparse matching energy spectrum of similar points
Fig. 2. UAV flight parameter input map
Fig. 3. Original image of experiment 1
Fig. 4. Image registration results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Fig. 5. Image stitching results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Fig. 6. Original image of experiment 2
Fig. 7. Image registration results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Fig. 8. Image stitching results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Fig. 9. Original image of experiment 3
Fig. 10. Image registration results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Fig. 11. Image stitching results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Fig. 12. Original image of experiment 4
Fig. 13. Image stitching results. (a) Classic SIFT method; (b) method in Ref. [5]; (c) proposed method
Experiment | Classic SIFT method | Method in Ref. [5] | Proposed method |
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Registrationaccuracy /% | Splicing time /s | Registrationaccuracy /% | Splicing time /s | Registrationaccuracy /% | Splicing time /s |
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Experiment 1 | 79.11 | 12.057 | 84.71 | 10.367 | 96.86 | 9.411 | Experiment 2 | 91.21 | 15.488 | 94.76 | 14.066 | 96.61 | 12.159 | Experiment 3 | 63.04 | 13.413 | 67.44 | 12.803 | 87.35 | 9.303 | Experiment 4 | 88.66 | 41.453 | 88.06 | 36.004 | 94.43 | 34.342 |
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Table 1. Experimental registration accuracy and splicing time