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Abstract:
In this paper, the scale ambiguity in underwater monocular visual odometr y is solved with 2-D sonar measure-ments obtained from three viewpoints. Each measurement value is formulated as geometrical constraint and the recovered scale can be expressed in closed-form. Different from the existin g method which assumes the features being on the same plane in order to meet the pre-condition of quasi-homography transformation, ou r method allow s the observation points to be distributed spatially (not limited to a plane), thus extending the proposed method to more general application environments. An error contribution criterion of sonar measurement is proposed to weight the constraints, which f urther reduces the influence of noisy input. Experiments are performed in both simulated and real environments. For nonplanar case, the proposed method gives improved accuracy after employing constraint weighting. As for planar case, ou r method achieves comparable accuracy to the existing method, while the time consumption is much lower.
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Reprint 's Address:
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Source :
MEASUREMENT
ISSN: 0263-2241
Year: 2022
Volume: 190
5 . 6
JCR@2022
5 . 2 0 0
JCR@2023
ESI Discipline: ENGINEERING;
ESI HC Threshold:66
JCR Journal Grade:1
CAS Journal Grade:2
Cited Count:
WoS CC Cited Count: 1
SCOPUS Cited Count: 2
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 0
Affiliated Colleges: