Researching | Ten-mega-pixel snapshot compressive imaging with a hybrid coded aperture

Photonics Research, Volume. 9, Issue 11, 2277(2021)

Ten-mega-pixel snapshot compressive imaging with a hybrid coded aperture

Zhihong Zhang^1,2、†, Chao Deng^1,2、†, Yang Liu³, Xin Yuan^4,6, Jinli Suo^1,2、*, and Qionghai Dai^1,2,5

Author Affiliations

¹Department of Automation, Tsinghua University, Beijing 100084, China

²Institute for Brain and Cognitive Science, Tsinghua University, Beijing 100084, China

³Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

⁴Westlake University, Hangzhou 310024, China

⁵Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing 100084, China

⁶e-mail: xyuan@westlake.edu.cn

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Supplementary Materials

Visualization 1 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet, BIRNAT and PnP-TV-FastDVDNet) on 256*256*10 simulated dataset.

Visualization 2 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet, BIRNAT and PnP-TV-FastDVDNet) on 256*256*20 simulated dataset.

Visualization 3 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet and PnP-TV-FastDVDNet) on 512*512*10 simulated dataset.

Visualization 4 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet and PnP-TV-FastDVDNet) on512*512*20 simulated dataset.

Visualization 5 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet and PnP-TV-FastDVDNet) on 1024*1024*10 simulated dataset.

Visualization 6 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet and PnP-TV-FastDVDNet) on 1024*1024*20 simulated dataset.

Visualization 7 | The reconstructed video with different algorithms (GAP-TV, PnP-FFDNet and PnP-TV-FastDVDNet) on real datasets.

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Zhihong Zhang, Chao Deng, Yang Liu, Xin Yuan, Jinli Suo, Qionghai Dai. Ten-mega-pixel snapshot compressive imaging with a hybrid coded aperture[J]. Photonics Research, 2021, 9(11): 2277

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Paper Information

Category: Imaging Systems, Microscopy, and Displays

Received: Jul. 8, 2021

Accepted: Aug. 12, 2021

Published Online: Oct. 25, 2021

The Author Email: Jinli Suo (jlsuo@tsinghua.edu.cn)

DOI:10.1364/PRJ.435256

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology