Siming Zheng

Deep plug-and-play priors for spectral snapshot compressive imaging

Siming Zheng, Yang Liu, Ziyi Meng et al. · Photonics Research · 2020 · 139 citations

Deep Plug-and-play Priors, Sparse Representation, Image Analysis +15

Physics-driven deep learning enables temporal compressive coherent diffraction imaging

Ziyang Chen, Siming Zheng, Zhishen Tong et al. · Optica · 2022 · 35 citations · Full text

High Resolution, Engineering, Microscopy +16

From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth

Zhihong Zhang, Bo Zhang, Xin Yuan et al. · PhotoniX · 2022 · 26 citations · Full text

Engineering, Machine Learning, Atomic Decomposition +22

Super-compression of large electron microscopy time series by deep compressive sensing learning

Siming Zheng, Chunyang Wang, Xin Yuan et al. · Patterns · 2021 · 24 citations · Full text

3D texture-based face recognition system using fine-tuned deep residual networks

Siming Zheng, Rahmita Wirza O. K. Rahmat, Fatimah Khalid et al. · PeerJ Computer Science · 2019 · 14 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17