Vision navigation using environmental features has been widely applied when satellite signals are not available. However, the matching performance of traditional environmental features such as keypoints degrades significantly in weakly textured areas, deteriorating navigation performance. Further, the user needs to evaluate and assure feature matching quality. In this paper, a new feature, named Line Segment Intersection Feature (LSIF), is proposed to solve the availability problem in weakly textured regions. Then a combined descriptor involving global structure and local gradient is designed for similarity comparison. To achieve reliable point-to-point matching, a coarse-to-fine matching algorithm is developed, which improves the performance of the point set matching algorithm. Finally, a framework of matching quality evaluation is proposed to assure matching performance. Through the comparison, it is demonstrated that the proposed new feature has superior overall performance especially on correctly matched numbers of keypoints and matching correctness. Also, using real image sets with weak texture, it is shown that the proposed LSIF can achieve improved navigation solutions with high continuity and accuracy.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    New Environmental Line Feature-based Vision Navigation: Design and Analysis



    Erschienen in:

    Erscheinungsdatum :

    2017




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Print


    Sprache :

    Englisch



    Klassifikation :

    BKL:    55.86 Schiffsverkehr, Schifffahrt / 53.84 Ortungstechnik, Radartechnik / 42.89 Zoologie: Sonstiges / 55.54 Flugführung / 42.89 / 53.84 / 55.20 / 55.86 / 55.20 Straßenfahrzeugtechnik / 55.44 Schiffsführung / 55.54 / 55.44
    Lokalklassifikation TIB:    275/5680/7035



    Vision-based high-precision navigation feature map construction method

    WANG SHENGHUA / WANG BENQIANG / YIN QINGSHAN et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    Vision-based Navigation, Environmental Representations and Imaging Geometries

    Santos-Victor, José / Bernardino, Alexandre | Springer Verlag | 2003


    Machine Design and Vision Based Navigation

    Gautam, Samrat | BASE | 2014

    Freier Zugriff

    Vision-Based Navigation

    Pick, H. L. / Thompson, W. B. / Defense Advanced Research Projects Agency; Software and Intelligence Systems Technology Office | British Library Conference Proceedings | 1993


    Efficient vision-based navigation

    Hornung, A. | British Library Online Contents | 2010