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A hybrid LSQP algorithm for simultaneous reconstruction of the temperature and absorption coefficient field from the light-field image

  • Shuang Wen
  • , Hong Qi*
  • , Shao Bin Liu
  • , Ya Tao Ren
  • , Jing Wen Shi
  • , Xing Huang
  • *Corresponding author for this work
  • School of Energy Science and Engineering, Harbin Institute of Technology
  • Ministry of Industry and Information Technology

Research output: Contribution to journalArticlepeer-review

Abstract

A hybrid Landweber method and the sequential quadratic programming (LSQP) algorithm is developed to reconstruct the three dimensional temperature field and absorption coefficient of flame by the light-field imaging technique. The line-of-sight method is employed to solve the direct problem of the radiative transfer procedure in flame. Numerical experiments are performed to verify the hybrid inverse algorithm and effect of measurement errors on the computational accuracy is also studied. All the simulated results show that the hybrid LSQP algorithm performs reliably and robustly. Furthermore, an experimental measurement is developed to reconstruct the temperature and absorption coefficient of the ethylene diffusion flame from the light-field image. All the experimental results show the proposed LSQP method is capable of reconstructing the 3D distribution of temperature and absorption coefficient simultaneously.

Original languageEnglish
Article number103196
JournalInfrared Physics and Technology
Volume105
DOIs
StatePublished - Mar 2020
Externally publishedYes

Keywords

  • Landweber method
  • Light-field imaging
  • Reconstruction of temperature field
  • SQP algorithm

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