2024
DOI: 10.1364/josaa.527500
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Image reconstruction for compressed ultrafast photography based on manifold learning and the alternating direction method of multipliers

Haoyu Zhou,
Yan Song,
Zhiming Yao
et al.

Abstract: Compressed ultrafast photography (CUP) is a high-speed imaging technique with a frame rate of up to ten trillion frames per second (fps) and a sequence depth of hundreds of frames. This technique is a powerful tool for investigating ultrafast processes. However, since the reconstruction process is an ill-posed problem, the image reconstruction will be more difficult with the increase of the number of reconstruction frames and the number of pixels of each reconstruction frame. Recently, various deep-learning-ba… Show more

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