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Augmented Reality System for Structural Condition Evaluation of a Full-Scale Bridge

  • 2025
  • OriginalPaper
  • Chapter
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Abstract

This chapter delves into the innovative application of augmented reality (AR) for real-time structural inspections, focusing on a full-scale bridge. It introduces a multiclass damage identification model that leverages deep learning techniques to accurately detect and classify various types of structural damage, including cracks, spalls, pitting, and concrete joints. The chapter also presents a computationally efficient method for quantifying damage dimensions, such as length, area, and perimeter, using AR technology. The system's performance is thoroughly evaluated through field tests on a reinforced concrete bridge, demonstrating its accuracy and reliability. The results show that the AR-based measurements are highly accurate, with minimal error rates. The chapter concludes by highlighting the potential of AI and AR technologies to improve structural inspection methods, making them safer, faster, and more cost-effective. It also discusses future research directions, including damage depth visualization and remote collaboration among inspectors.

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Title
Augmented Reality System for Structural Condition Evaluation of a Full-Scale Bridge
Authors
Omar Awadallah
Clifford Campbell
Curtis Stewart
Ayan Sadhu
Copyright Year
2025
DOI
https://doi.org/10.1007/978-3-031-96763-4_17
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