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author:

Yang, Disai (Yang, Disai.) [1] | Ai, Haiping (Ai, Haiping.) [2] | Liu, Jiantao (Liu, Jiantao.) [3] | He, Bingwei (He, Bingwei.) [4] (Scholars:何炳蔚)

Indexed by:

EI SCIE

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.

Keyword:

Absolute scale estimation Forward-look i n g sonar Monocular visual odometry Multiple-view geometry Opti-acoustic visual system

Community:

  • [ 1 ] [Yang, Disai]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Liu, Jiantao]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 3 ] [He, Bingwei]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 4 ] [Ai, Haiping]Jiangxi Univ Sci & Technol, Sch Energy & Mech Engn, Nanchang 330013, Jiangxi, Peoples R China
  • [ 5 ] [Liu, Jiantao]Xiamen Port Holding Grp Co Ltd, Xiamen 361000, Fujian, Peoples R China

Reprint 's Address:

  • 何炳蔚

    [He, Bingwei]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China

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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

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