Lensless Image Restoration Based on Multi-Stage Deep Neural Networks and Pix2pix Architecture

Lensless Image Restoration Based on Multi-Stage Deep Neural Networks and Pix2pix Architecture

Lensless imaging represents a significant advancement in imaging technology, offering unique benefits over traditional optical systems due to its compact form factor, ideal for applications within the Internet of Things (IoT) ecosystem. Despite its potential, the intensive computational requirements...

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Bibliographic Details
Main Authors: Muyuan Liu, Xiuqin Su, Xiaopeng Yao, Wei Hao, Wenhua Zhu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Photonics
Subjects:
lensless imaging
pix2pix
image restoration
multi-stage deep neural network
Online Access:https://www.mdpi.com/2304-6732/10/11/1274

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