Boosting Photon-Efficient Image Reconstruction With A Unified Deep Neural Network

Photon-efficient imaging, which captures 3D images with single-photon sensors, has enabled a wide range of applications. However, two major challenges limit the reconstruction performance, i.e., the low photon counts accompanied by low signal-to-background ratio (SBR) and the multiple returns. In th...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 22. Apr., Seite 4180-4197
1. Verfasser: Peng, Jiayong (VerfasserIn)
Weitere Verfasser: Xiong, Zhiwei, Tan, Hao, Huang, Xin, Li, Zheng-Ping, Xu, Feihu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article