2D Microstructure Reconstruction for SEM via Non-local Patch-Based Image Inpainting

Anh Tran, Hoang Tran

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

Microstructure reconstruction is a long-standing problem in experimental and computational materials science, for which numerous attempts have been made to solve. However, the majority of approaches often treats microstructure as discrete phases, which, in turn, reduces the quality of the resulting microstructures and limits its usage to the computational level of fidelity, but not the experimental level of fidelity. In this work, we applied our previously proposed approach [41] to generate synthetic microstructure images at the experimental level of fidelity for the UltraHigh Carbon Steel DataBase (UHCSDB) [13].

Original languageEnglish
Title of host publicationTMS 2021 150th Annual Meeting and Exhibition Supplemental Proceedings
PublisherSpringer Science and Business Media Deutschland GmbH
Pages495-506
Number of pages12
ISBN (Print)9783030652609
DOIs
StatePublished - 2021
Event150th Annual Meeting and Exhibition of The Minerals, Metals and Materials Society, TMS 2021 - Pittsburgh, United States
Duration: Mar 15 2021Mar 18 2021

Publication series

NameMinerals, Metals and Materials Series
Volume5
ISSN (Print)2367-1181
ISSN (Electronic)2367-1696

Conference

Conference150th Annual Meeting and Exhibition of The Minerals, Metals and Materials Society, TMS 2021
Country/TerritoryUnited States
CityPittsburgh
Period03/15/2103/18/21

Funding

Acknowledgements The views expressed in the article do not necessarily represent the views of the U.S. Department of Energy or the United States Government. Sandia National Laboratories is a multimission laboratory managed and operated by National Technology and Engineering Solutions of Sandia, LLC., a wholly owned subsidiary of Honeywell International, Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA-0003525. Oak Ridge National Laboratory is a multiprogram science and technology national laboratory operated by UT-Battelle, LLC., for the U.S. Department of Energy under contract DE-AC05-00OR22725.

Keywords

  • Image inpainting
  • Image processing
  • Micrograph
  • Microstructure reconstruction
  • SEM

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