Subsurface damage detection and structural health monitoring using digital image correlation and topology optimization

MS Dizaji, M Alipour, DK Harris - Engineering Structures, 2021 - Elsevier
Detecting subsurface defects in structural members is a challenging yet important part of
condition assessment of structures. Existing methods in this regard are either based on …

Full-field non-destructive image-based diagnostics of a structure using 3D digital image correlation and laser scanner techniques

MS Dizaji, DK Harris, B Kassner, JC Hill - Journal of Civil Structural Health …, 2021 - Springer
A collaborative investigation between the University of Virginia (UVA) and the Virginia
Transportation Research Council was performed on the Mecklenburg Bridge (I-85 over …

Integrating visual sensing and structural identification using 3D-digital image correlation and topology optimization to detect and reconstruct the 3D geometry of …

MS Dizaji, DK Harris, M Alipour - Structural Health …, 2022 - journals.sagepub.com
This paper describes a novel technique for detecting internal or unseen damage in structural
steel members by combining measurements from full-field three-dimensional digital image …

Image-based tomography of structures to detect internal abnormalities using inverse approach

M Shafiei Dizaji, M Alipour, DK Harris - Experimental Techniques, 2022 - Springer
Image-based techniques have been extensively deployed in the fields of condition
assessment and structural mechanics to measure surface effects such as displacements or …

Displacement-based structural identification using differentiable physics

BR Farnod, WF Reinhart, RK Napolitano - Engineering Structures, 2023 - Elsevier
Infrastructure is at constant risk of failure due to internal or hidden damage resulting from
environmental conditions, variability in building materials, and fabrication errors. These risks …

Detecting and Reconstructing the 3D Geometry of Subsurface Structural Damages Using Full-Field Image-Based Sensing and Topology Optimization

MS Dizaji, M Alipour, DK Harris, Z Mao - … 6: Proceedings of the 40th IMAC …, 2022 - Springer
Most of the critical defects in structural components are invisible at the surface, mainly
throughout early stages of deterioration, causing their timely detection to be a challenge …

Preserving coastal infrastructure through the design and implementation of image-based structural health monitoring (iSHM)

DK Harris, MS Dizaji - 2019 - rosap.ntl.bts.gov
This report describes the outcomes on an investigation aimed at leveraging image-based
measurement, namely three-dimensional digital image correlation (3D-DIC), with a structural …

Optimal Kernel Design for the Extraction of Subtle Motions Using Convolutional Neural Network

MS Dizaji, Z Mao - Rotating Machinery, Optical Methods & Scanning LDV …, 2022 - Springer
The phase-based motion magnification, which decomposes video frames into a set of
kernels, is a recent video processing technique that has been developed to perceive the …

Computer vision based tomography of structures using 3D digital image correlation

MS Dizaji, D Harris - arXiv preprint arXiv:2012.10516, 2020 - arxiv.org
Internal properties of a sample can be observed by medical imaging tools, such as
ultrasound devices, magnetic resonance imaging (MRI) and optical coherence tomography …

Computer Vision-Based Health Monitoring of Mecklenburg Bridge Using 3D Digital Image Correlation

MS Dizaji, DK Harris, B Kassner, JC Hill - arXiv preprint arXiv:2005.02120, 2020 - arxiv.org
A collaborative investigation between the University of Virginia (UVA) and the Virginia
Transportation Research Council was performed on the Mecklenburg Bridge (I-85 over …