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A multi-phase level set framework for source reconstruction in bioluminescence tomography

  • Heyu Huang
  • , Xiaochao Qu
  • , Jimin Liang
  • , Xiaowei He
  • , Xueli Chen
  • , Da'an Yang
  • , Jie Tian*
  • *Corresponding author for this work
  • Xidian University
  • Northwest University China
  • CAS - Institute of Automation

Research output: Contribution to journalArticlepeer-review

Abstract

We propose a novel multi-phase level set algorithm for solving the inverse problem of bioluminescence tomography. The distribution of unknown interior source is considered as piecewise constant and represented by using multiple level set functions. The localization of interior bioluminescence source is implemented by tracing the evolution of level set function. An alternate search scheme is incorporated to ensure the global optimal of reconstruction. Both numerical and physical experiments are performed to evaluate the developed level set reconstruction method. Reconstruction results show that the proposed method can stably resolve the interior source of bioluminescence tomography.

Original languageEnglish
Pages (from-to)5246-5256
Number of pages11
JournalJournal of Computational Physics
Volume229
Issue number13
DOIs
StatePublished - Jul 2010
Externally publishedYes

Keywords

  • Bioluminescence tomography
  • Inverse reconstruction
  • Multi-phase level set

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