Search Results for author: Chengshuai Yang

Found 2 papers, 2 papers with code

Ensemble learning priors unfolding for scalable Snapshot Compressive Sensing

1 code implementation25 Jan 2022 Chengshuai Yang, Shiyu Zhang, Xin Yuan

To address these problems, we develop the ensemble learning priors to further improve the reconstruction accuracy and propose the scalable learning to empower deep learning the scalability just like the traditional algorithm.

Compressive Sensing Ensemble Learning

Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging

1 code implementation14 Jan 2022 Zongliang Wu, Chengshuai Yang, Xiongfei Su, Xin Yuan

Towards this end, in this work, we propose the online PnP algorithm which can adaptively update the network's parameters within the PnP iteration; this makes the denoising network more applicable to the desired data in the SCI reconstruction.

Demosaicking Denoising

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