Deep Learning-Based Joint Reconstruction and System Optimization for Single-Shot Compressive Spectral Imaging

Gundogan U., Öktem S. F.

Computational Optical Sensing and Imaging, COSI 2022, Vancouver, Kanada, 11 - 15 Temmuz 2022 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Vancouver
  • Basıldığı Ülke: Kanada
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

© 2022 The Author(s)We develop a joint reconstruction and system optimization method for snapshot spectral imaging with diffractive lenses. The method learns the diffractive lens design parameters jointly with a 3D deep prior in an unrolled reconstruction. Results illustrate the significance of jointly optimizing the prior and design parameters.