Plug-and-Play Algorithms for Video Snapshot Compressive Imaging

We consider the reconstruction problem of video snapshot compressive imaging (SCI), which captures high-speed videos using a low-speed 2D sensor (detector). The underlying principle of SCI is to modulate sequential high-speed frames with different masks and then these encoded frames are integrated i...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 44; no. 10; pp. 7093 - 7111
Main Authors:	Yuan, Xin, Liu, Yang, Suo, Jinli, Durand, Fredo, Dai, Qionghai
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Cameras coded aperture coded aperture compressive temporal imaging (CACTI) Color Compressive sensing computational imaging deep learning Frames (data processing) Gray-scale High speed Image coding Image color analysis image processing Image reconstruction Iterative methods Low speed Machine learning Noise reduction Optimization plug-and-play (PnP) algorithms Plugs Sensors Video compression video processing
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
Online Access:	Get full text
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