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@INPROCEEDINGS{Park:1020366,
      author       = {Park, Junbeom and Sun, Hongyu and Jo, Janghyun and Basak,
                      Shibabrata and Eichel, Rüdiger-A.},
      title        = {{I}n-situ {T}ransmission {E}lectron {M}icroscopy and
                      {I}mage {P}rocessing},
      reportid     = {FZJ-2024-00099},
      year         = {2023},
      abstract     = {In-situ transmission electron microscopy (in-situ TEM) is a
                      powerful technique to observe a wide variety of phenomena
                      that occur at the nanoscale. In-situ TEM experiments can use
                      various stimuli, such as heating, biasing, tensioning,
                      lighting, gas, liquid, cryo, and magnetic fields. With these
                      stimuli, researchers have investigated particle
                      agglomeration, oxidation and reduction, and
                      electrodeposition.One challenge of in-situ TEM is that it
                      requires expensive and highly specialized TEM, which can
                      limit its accessibility. However, recent advances in
                      technology have made it possible to develop more affordable
                      and user-friendly in-situ TEM systems, particularly with
                      micro-electro-mechanical system (MEMS) chip development.
                      With MEMS chip with special holder, anyone can perform
                      in-situ experiment at conventional TEM and get reliable and
                      repeatable results. As these systems become more widely
                      available, researchers can expect to see even more
                      breakthroughs in the field of nanotechnology.In-situ TEM
                      enables the recording of the process from beginning to end,
                      but a large amount of data is generated (e.g., thousands of
                      images), which can be challenging to process. Image
                      processing techniques can analyze this huge data quite
                      efficiently. For example, particle segmentation enables the
                      tracking of the size and number of particles during in-situ
                      TEM experiments. Furthermore, image processing can improve
                      the data quality which was affected by results from in-situ
                      experiments, such as uneven illumination. Image processing
                      is not only fancy but also necessary tool for in-depth
                      understanding on in-situ TEM.Overall, in-situ TEM is an
                      incredibly powerful tool that can help researchers overcome
                      the bottleneck caused by a lack of knowledge. By using this
                      technique, researchers can gain a better understanding of
                      various processes that occur at the nanoscale and develop
                      new and improved materials and devices. Combined with image
                      processing, even more valuable information can be extracted.
                      Therefore, in-situ TEM is an essential tool used by
                      researchers around the world to advance our understanding of
                      the nanoscale world.},
      month         = {Aug},
      date          = {2023-08-14},
      organization  = {Europe-Korea Conference on Science and
                       Technology, Munich (Germany), 14 Aug
                       2023 - 18 Aug 2023},
      subtyp        = {After Call},
      cin          = {IEK-9},
      cid          = {I:(DE-Juel1)IEK-9-20110218},
      pnm          = {1232 - Power-based Fuels and Chemicals (POF4-123)},
      pid          = {G:(DE-HGF)POF4-1232},
      typ          = {PUB:(DE-HGF)6},
      url          = {https://juser.fz-juelich.de/record/1020366},
}