Reconstruction of Three-Dimensional Objects from Denoised Captured Digital Holograms by CNN

Gedik A., ESMER G. B.

Novel Techniques in Microscopy, NTM 2023 - Part of Optica Biophotonics Congress: Optics in the Life Sciences 2023, Vancouver, Canada, 24 - 27 April 2023, (Full Text) identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1364/ntm.2023.nth1c.3
  • City: Vancouver
  • Country: Canada
  • Yıldız Technical University Affiliated: Yes

Abstract

Although, three-dimensional profile of a microscopic object can be obtained by using digital holography methods, they can be corrupted by speckle noise. We propose a method, based on deep learning, to suppress the noise.