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, Kanada, 24 - 27 Nisan 2023, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1364/ntm.2023.nth1c.3
  • Basıldığı Şehir: Vancouver
  • Basıldığı Ülke: Kanada
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

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.