Proceedings of the International Display Workshops Volume 29 (IDW '22)

Proceedings of the International Display Workshops Volume 29 (IDW '22)

Dec 14 - Dec 16, 2022Fukuoka International Congress Center
The International Display Workshops
Proceedings of the International Display Workshops Volume 29 (IDW '22)

Proceedings of the International Display Workshops Volume 29 (IDW '22)

Dec 14 - Dec 16, 2022Fukuoka International Congress Center

[DXR2-2]End-to-End Computational Lensless Imaging with Perceptual Loss

*Ya-Ti Chang Lee1, Chung-Hao Tien1(1.National Yang Ming Chiao Tung University (Taiwan))
https://doi.org/10.36463/idw.2022.1153

Keywords:

Lensless imaging,Perceptual loss,Artificial neural network,Coded aperture

Recently, computational lensless imaging had been making progress with the evolution of artificial neural networks. Nonetheless, generative models for image reconstruction inherit challenge due to its ill-posed nature. We proposed a deep neural network based lensless imaging system by optimizing perceptual loss exclusively to end-to-end reconstruct images conforming human preference.