Effects of Image-Pair Processing Styles on Phase-Based Motion Extraction

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    Phase-based optical flow (PBOF) is a growing discipline in vibration extraction methods. Based on camera data, PBOF uses image gradients and image-pair differences to extract motion from video. Commonly, this technique is combined with the more ubiquitous digital image correlation, due in part to the restriction of PBOF to small, sub-pixel vibrations. In this chapter, work was done to delve deeper into the nominal upper bound and determine its relation to the chosen image-pair processing style. In particular, the upper bound was evaluated with respect to static (current frame-to-reference), dynamic (current frame-to-previous frame), and hybrid dynamic-static processing styles. Results include advantages of standard static and dynamic processing styles, leading to the presentation of the so-called region of goodness associated with the hybrid processing style. Discussion follows for how the hybrid processing style can be used for large-motion handling in simple structures, as well as modifications required for those that are heavily textured. The hybrid processing style is shown to extend the upper bound to the number of pixels between parallel edges within the structure, increasing the efficacy of PBOF to larger stationary vibrations.

    Original languageEnglish (US)
    Title of host publicationComputer Vision and Laser Vibrometry, Volume 6 - Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics 2023
    EditorsJavad Baqersad, Dario Di Maio
    PublisherSpringer
    Pages17-25
    Number of pages9
    ISBN (Print)9783031349096
    DOIs
    StatePublished - 2024
    Event41st IMAC, A Conference and Exposition on Structural Dynamics, 2023 - Austin, United States
    Duration: Feb 13 2023Feb 16 2023

    Publication series

    NameConference Proceedings of the Society for Experimental Mechanics Series
    ISSN (Print)2191-5644
    ISSN (Electronic)2191-5652

    Conference

    Conference41st IMAC, A Conference and Exposition on Structural Dynamics, 2023
    Country/TerritoryUnited States
    CityAustin
    Period2/13/232/16/23

    All Science Journal Classification (ASJC) codes

    • General Engineering
    • Computational Mechanics
    • Mechanical Engineering

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