Noise Suppressed Image Reconstruction for Quanta Image Sensors Based on Transformer Neural Networks

The photon detection capability of quanta image sensors make them an optimal choice for low-light imaging. To address Possion noise in QIS reconstruction caused by spatio-temporal oversampling characteristic, a deep learning-based noise suppression reconstruction method is proposed in this paper. Th...

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Bibliographic Details
Published in:Journal of Imaging
Main Authors: Guanjie Wang, Zhiyuan Gao
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Subjects:
Online Access:https://www.mdpi.com/2313-433X/11/5/160