Three-View Geometry Constraints for Navigation-Aiding

In this research, we introduced the usage of three-view constraints for navigation-aiding in a monocular camera configuration. A new formulation of three-view constraints was developed, that includes in addition to the well-known epipolar constraints, a new constraint that allows to maintain a consistent scale even in co-linear camera configurations (which is not possible with only epipolar constraints). Given three overlapping images and the associated navigation solutions, the three-view constraints allow to reduce position errors in all axes to the levels present while the first two images were captured. The developed approach (see TAES2012) eliminates the need in the intermediate step of 3D point estimations and can be used for navigation-aiding based on nearby overlapping imagery as well as loop closures. In the latter case, only 3 images are required to incorporate loop closure information into the navigation system, as opposed to processing all images in the loop chain as conventionally done in other methods.

Three-view geometry constraints are also applied in distributed cooperative navigation (more details) and in incremental light bundle adjustment (iLBA).

Related Publications:

Articles

  • V. Indelman, P. Gurfil, E. Rivlin, and H. Rotstein. Real-Time Vision-Aided Localization and Navigation Based on Three-View Geometry. IEEE Transactions on Aerospace and Electronic Systems, 48(3):2239-2259, July 2012.
    [BibTeX] [URL] [PDF]
    @Article{Indelman12taes,
    author = {V. Indelman and P. Gurfil and E. Rivlin and H. Rotstein},
    title = {Real-Time Vision-Aided Localization and Navigation Based on Three-View Geometry},
    journal = "IEEE Transactions on Aerospace and Electronic Systems",
    year = 2012,
    volume = 48,
    number = 3,
    month = "July",
    pages = {2239-2259},
    url = "http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6237590",
    pdf = "http://indelman.github.io/ANPL-Website/Publications/Indelman12taes.pdf",
    researchtopic = {ThreeViewNav},
    }

In Proceedings

  • V. Indelman, P. Gurfil, E. Rivlin, and H. Rotstein. Distributed Vision-Aided Cooperative Localization and Navigation based on Three-View Geometry. In IEEE Aerospace Conference, March 2011.
    [BibTeX] [PDF] [Slides]
    @InProceedings{Indelman11aerospace,
    author = {V. Indelman and P. Gurfil and E. Rivlin and H. Rotstein},
    title = {Distributed Vision-Aided Cooperative Localization and Navigation based on Three-View Geometry},
    booktitle = "IEEE Aerospace Conference",
    year = 2011,
    month = "March",
    location = {Montana, USA},
    pdf = "http://indelman.github.io/ANPL-Website/Publications/Indelman11aerospace.pdf",
    slides = "http://indelman.github.io/ANPL-Website/Publications/Indelman11aerospace_ppt.pdf",
    researchtopic = {DistributedMultiRobotNav, ThreeViewNav},
    }

  • V. Indelman, P. Gurfil, E. Rivlin, and H. Rotstein. Mosaic Aided Navigation: Tools, Methods and Results. In IEEE/ION Position Location and Navigation System (PLANS) Conference, May 2010.
    [BibTeX] [PDF]
    @InProceedings{Indelman10plans,
    author = {V. Indelman and P. Gurfil and E. Rivlin and H. Rotstein},
    title = {Mosaic Aided Navigation: Tools, Methods and Results},
    booktitle = "IEEE/ION Position Location and Navigation System (PLANS) Conference",
    year = 2010,
    month = "May",
    location = {California, USA},
    pdf = "http://indelman.github.io/ANPL-Website/Publications/Indelman10plans.pdf",
    researchtopic = {ThreeViewNav},
    }

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