Skip to main navigation Skip to search Skip to main content

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
  • *Corresponding author for this work
  • Academy of Athens
  • National and Kapodistrian University of Athens

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Article number2603037
JournalInternational Journal on Magnetic Particle Imaging
Volume12
Issue number1
DOIs
StatePublished - 2026

Cite this