Computer Vision-Based Three-dimensional (3D) Vibration Displacement Measurement for Civil Structures
Access Status
Open access
Date
2021Supervisor
Ling Li
Jun Li
Senjian An
Type
Thesis
Award
MPhil
Metadata
Show full item recordFaculty
Science and Engineering
School
School of Electrical Engineering, Computing and Mathematical Sciences
Collection
Abstract
This thesis proposes a novel computer vision-based target-free full-field 3D displacement measurement for civil engineering. Two cameras are combined as a binocular camera system to acquire the vibration video of civil structures. Some state-of-the-art methods including deep learning in the computer vision area are applied to realize target-free, full-field and tiny displacement measurements. A series of experimental tests and an in-field vibration test are conducted to validate the proposed vision measurement system.
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