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Video snapshot compressive imaging using adaptive progressive coding for high-quality reconstruction under different illumination circumstances

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Abstract

We consider capturing high-speed color video under different illumination conditions using a video snapshot compressive imaging system (video SCI). An adaptive progressive coding method is proposed, and we conduct an integrated design of the imaging system in terms of optics, mechanics, and control. Compared to previous video SCI systems, this adaptive progressive coding method mitigates the image stability issues in various illumination conditions, ensuring high-quality imaging while greatly improving the light throughput of the system. Based on the analysis of both simulation and real experimental results, we found that this imaging system can achieve color video shooting under an illumination range of 2 lux to 60 lux.

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Supplementary Material (5)

NameDescription
Supplement 1       Detailed explanation of the components of the reconstruction algorithm and a detailed analysis of real scene data experimental results for low illumination, normal illumination, and overexposure illumination.
Visualization 1       Simulate performance of different masks in low-light (Branch), normal-light (Bike), and overexposed (Street View) conditions.
Visualization 2       The encoded measurement values and reconstructed images of a fast rotating quadri-chromatic disc captured by the camera under three different low-light conditions of 6 lux, 4 lux, and 2 lux.
Visualization 3       The encoded measurement and reconstructed images of a rapidly spinning quadrichromatic disc, captured by the camera under 21 lux lighting condition.
Visualization 4       The encoded measurement values and reconstructed images of a fast rotating quadri-chromatic disc captured by the camera under three different overexposure lighting conditions of 60 lux, 46 lux, and 39 lux.

Data availability

Data underlying the results presented in this paper are not publicly available at this time but may be obtained from the authors upon reasonable request.

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