TY - GEN
T1 - Effects of Image-Pair Processing Styles on Phase-Based Motion Extraction
AU - Collier, Sean
AU - Dare, Tyler
N1 - Publisher Copyright:
© 2024, The Society for Experimental Mechanics, Inc.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/85177853301
UR - https://www.scopus.com/pages/publications/85177853301#tab=citedBy
U2 - 10.1007/978-3-031-34910-2_3
DO - 10.1007/978-3-031-34910-2_3
M3 - Conference contribution
AN - SCOPUS:85177853301
SN - 9783031349096
T3 - Conference Proceedings of the Society for Experimental Mechanics Series
SP - 17
EP - 25
BT - Computer Vision and Laser Vibrometry, Volume 6 - Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics 2023
A2 - Baqersad, Javad
A2 - Maio, Dario Di
PB - Springer
T2 - 41st IMAC, A Conference and Exposition on Structural Dynamics, 2023
Y2 - 13 February 2023 through 16 February 2023
ER -