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3D Modeling of Riverbeds Based on NURBS Algorithm

    • Xi'an Jiaotong-Liverpool University

    Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

    1 Citation (Scopus)

    Abstract

    Modelling and visualization of riverbeds can provide topographic features and sedimentation distribution of river systems, which is essential to support water environment management. We developed a novel approach for building 3-dimensional (3D) models and visualization of riverbeds based on a non-uniform Rational B-Spline (NURBS) algorithm. We used an Unmanned Surface Vehicle (USV) to collect water depth and GPS positions of a river system for modelling. A data reduction method was proposed to accelerate the modelling process while keeping the model accuracy. To obtain a more realistic 3D model of a riverbed, we applied an algorithm to optimize weight factors of control points. We achieved the algorithm on MATLAB, and experimental results show that the algorithm can visualize topographic features and sedimentation distribution of riverbeds in 3D models.

    Original languageEnglish
    Title of host publicationProceedings of the 2020 3rd International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2020
    PublisherAssociation for Computing Machinery
    Pages163-167
    Number of pages5
    ISBN (Electronic)9781450375511
    DOIs
    Publication statusPublished - 26 Jun 2020
    Event3rd International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2020 - Virtual, Online, China
    Duration: 26 Jun 2020 → 28 Jun 2020

    Publication series

    NameACM International Conference Proceeding Series

    Conference

    Conference3rd International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2020
    Country/TerritoryChina
    CityVirtual, Online
    Period26/06/20 → 28/06/20

    Keywords

    • 3D modelling
    • Data reduction
    • NURBS
    • Riverbed visualization
    • USVs

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