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Weighted Encoding Optimization for Dynamic Single-pixel Imaging and Sensing
Xinrui Zhan, Liheng Bian, Chunli Zhu +1
Using single-pixel detection, the end-to-end neural network that jointly optimizes both encoding and decoding enables high-precision imaging and high-level semantic sensing. Howeve…
Image-free single-pixel segmentation
Haiyan Liu, Liheng Bian, Jun Zhang
The existing segmentation techniques require high-fidelity images as input to perform semantic segmentation. Since the segmentation results contain most of edge information that is…
Large-scale phase retrieval
Xuyang Chang, Liheng Bian, Jun Zhang
High-throughput computational imaging requires efficient processing algorithms to retrieve multi-dimensional and multi-scale information. In computational phase imaging, phase retr…
Single-pixel coherent diffraction imaging
Meng Li, Liheng Bian, Guoan Zheng +5
Complex-field imaging is indispensable for numerous applications at wavelengths from X-ray to THz, with amplitude describing transmittance (or reflectivity) and phase revealing int…