Automated Bridge Inspection Image Retrieval Based on Deep Similarity Learning and GPS

Author:

Wogen Benjamin E.1ORCID,Choi Jongseong2ORCID,Zhang Xin3ORCID,Liu Xiaoyu4,Iturburu Lissette5,Dyke Shirley J.6ORCID

Affiliation:

1. Graduate Research Assistant, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN 47907. ORCID: .

2. Assistant Professor, Dept. of Mechanical Engineering, SUNY Korea, Incheon, South Korea; Dept. of Mechanical Engineering, Stony Brook Univ., Stony Brook, NY (corresponding author). ORCID: .

3. Ph.D. Candidate, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN 47907. ORCID: .

4. Postdoctoral Researcher, School of Mechanical Engineering, Purdue Univ., West Lafayette, IN 47907.

5. Ph.D. Candidate, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN 47907.

6. Professor, School of Mechanical Engineering, Purdue Univ., West Lafayette, IN 47907; Professor, Lyles School of Civil Engineering, Purdue Univ., West Lafayette, IN 47907. ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science,Building and Construction,Civil and Structural Engineering

Reference49 articles.

1. A State-of-the-Art Review of Bridge Inspection Planning: Current Situation and Future Needs

2. Alayoub A. S. A. E. Rahim S. Mustapha D. Salam A. Tehrani and N. L. D. Khoa. 2022. “The application of machine learning to paint condition assessment using hyperspectral data.” In Proc. 12th Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing 1–6. New York: IEEE. https://doi.org/10.1109/WHISPERS56178.2022.9955099.

3. Apple. 2021. “Recognizing people in photos through private on-device machine learning.” Accessed February 15 2023. https://machinelearning.apple.com/research/recognizing-people-photos.

4. ASCE. 2021. “2021 report card for America’s infrastructure: Bridges.” Accessed February 3 2023. https://infrastructurereportcard.org/cat-item/bridges-infrastructure/.

5. Bridge inspection component registration for damage evolution;Bianchi E. L.;Struct. Health Monit.,2022

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