Phase-Based Optical Flow Method with Optimized Parameter Settings for Enhancing Displacement Measurement Adaptability

Peng, Zhaoxin and Liu, Menglian and Wang, Zhiliang and Liu, Wei and Wang, Xian (2024) Phase-Based Optical Flow Method with Optimized Parameter Settings for Enhancing Displacement Measurement Adaptability. Open Journal of Applied Sciences, 14 (05). pp. 1165-1184. ISSN 2165-3917

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Abstract

To enhance the applicability and measurement accuracy of phase-based optical flow method using complex steerable pyramids in structural displacement measurement engineering applications, an improved method of optimizing parameter settings is proposed. The optimized parameters include the best measurement points of the Region of Interest (ROI) and the levels of pyramid filters. Additionally, to address the issue of updating reference frames in practical applications due to the difficulty in estimating the maximum effective measurement value, a mechanism for dynamically updating reference frames is introduced. Experimental results demonstrate that compared to representative image gradient-based displacement measurement methods, the proposed method exhibits higher measurement accuracy in engineering applications. This provides reliable data support for structural damage identification research based on vibration signals and is expected to broaden the engineering application prospects for structural health monitoring.

Item Type: Article
Subjects: Open Article Repository > Multidisciplinary
Depositing User: Unnamed user with email support@openarticledepository.com
Date Deposited: 11 May 2024 11:30
Last Modified: 11 May 2024 11:30
URI: http://journal.251news.co.in/id/eprint/2153

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