Acta Optica Sinica, Volume. 41, Issue 15, 1515002(2021)
Stereo Visual Odometry Based on Ring Feature Matching
Fig. 1. Algorithm architecture
Fig. 2. Pyramid optical flow method
Fig. 3. Ring matching with bidirectional optical flow method
Fig. 4. Extracting new feature point with masks
Fig. 5. 3D-2D point projection
Fig. 6. Relationship between camera coordinate system and image coordinate system
Fig. 7. Basic stereo matching results
Fig. 8. Proposed matching algorithm
Fig. 9. Feature points retained by ring matching
Fig. 10. Extracting new feature points without mask
Fig. 11. Extracting new feature points under masks
Fig. 12. Comparison of the number of feature points
Fig. 13. Algorithm trajectory. (a) Top view; (b) xyz axis coordinate decomposition value
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Ping Huang, Zhen Cao, Huan Wang. Stereo Visual Odometry Based on Ring Feature Matching[J]. Acta Optica Sinica, 2021, 41(15): 1515002
Category: Machine Vision
Received: Jan. 9, 2021
Accepted: Mar. 9, 2021
Published Online: Aug. 30, 2021
The Author Email: Cao Zhen (75306846@qq.com)