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Investigation of Laser-Induced Periodic Surface Structures Using Synthetic Optical Holography.

Krisztian NeutschEvgeny L GurevichMartin R HofmannNils C Gerhardt
Published in: Nanomaterials (Basel, Switzerland) (2022)
In this paper, the investigation of laser-induced periodic surface structures (LIPSSs) on a polycrystalline diamond substrate using synthetic optical holography (SOH) is demonstrated. While many techniques for LIPSS detection operate with sample contact and/or require preparation or processing of the sample, this novel technique operates entirely non-invasively without any processing of or contact with the LIPSS sample at all. The setup provides holographic amplitude and phase images of the investigated sample with confocally enhanced and diffraction-limited lateral resolution, as well as three-dimensional surface topography images of the periodic structures via phase reconstruction with one single-layer scan only.
Keyphrases
  • high resolution
  • deep learning
  • convolutional neural network
  • computed tomography
  • high speed
  • optical coherence tomography
  • machine learning
  • loop mediated isothermal amplification
  • real time pcr