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Deep image prior for alternating direction method of multipliers reconstruction of experimental magnetic particle imaging data

  • Antonis Nikolakis*
  • , George A. Kastis
  • , Jing Zhong
  • , Nikolaos Dikaios
  • *此作品的通讯作者
  • Academy of Athens
  • National and Kapodistrian University of Athens

科研成果: 期刊稿件文章同行评审

摘要

This work presents an on-the-fly training Deep Image Prior (DIP) integrated into an Alternating Direction Method of Multipliers (ADMM) algorithm for Magnetic Particle Imaging (MPI) system-matrix reconstruction. Experimental data results indicate competitive quality and robustness, supporting the approach as a practical alternative to classical Tikhonov.

源语言英语
文章编号2603037
期刊International Journal on Magnetic Particle Imaging
12
1
DOI
出版状态已出版 - 2026

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