Yanqiu Guan, Qiurong Yan, Shengtao Yang, Bing Li, Qianqian Cao, Zheyu Fang. Single-Photon Compressive Imaging Based on Residual Codec Network[J]. Acta Optica Sinica, 2020, 40(1): 0111022
- Acta Optica Sinica
- Vol. 40, Issue 1, 0111022 (2020)
Fig. 1. Experimental optical path of single photon compressive imaging
Fig. 2. Process of training and testing with SRIED-Net
Fig. 3. Residual mapping schematic
Fig. 4. Comparison of average SNRs of different algorithms at different MR
Fig. 5. Reconstruction results of single photon compressive imaging
Fig. 6. Reconstruction results of single photon compressive imaging
Fig. 7. Single photon compressive imaging using TVAL3 to reconstruct. (a) Sampling by random Gaussian matrix; (b) sampling by measurement matrix from the first FC layer in SRIED-Net
Fig. 8. SNRs of reconstruction results after sampling with different measurement matrices
Fig. 9. SIMs of reconstruction results after sampling with different measurement matrices
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Table 1. SNR of reconstruction results of different algorithms at different MRdB
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