Deep Vision for Sensing and Discovery of Nonlinear Dynamics

by Luan, Lele

Type Thesis
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Video cameras have become ubiquitous for data collection for their low price, agility, high spatial sensing resolution, and non-contact. This dissertation will broaden and develop the application of vision based approaches on dealing with scientific and engineering problems including physical law (closed-form governing equation) discovery and full-field high-precision structural displacement measurement.

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Summary

Video cameras have become ubiquitous for data collection for their low price, agility, high spatial sensing resolution, and non-contact. This dissertation will broaden and develop the application of vision based approaches on dealing with scientific and engineering problems including physical law (closed-form governing equation) discovery and full-field high-precision structural displacement measurement.

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Edition Statements

  • Publication Date:2021

Thesis Information

  • Degree:Ph.D.
  • University:Northeastern University
  • Advisor/Supervisor:Wang, Qi;Sun, Hao
  • Pages:169

Publication Statements

  • Language:eng
  • Publication Date:2021

Edition Identifiers

  • proquest:2621017363

Subjects

artificial intelligence Civil engineering Electrical Engineering eng ordinary differential equation PDF Rail vibration monitoring Real-time inference capacity structural displacement measurement Structural health monitoring

Writers

Luan, Lele Wang, Qi;Sun, Hao

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