Tensor low-rank and sparse light field photography.

Computer Vision and Image Understanding(2016)

引用 28|浏览53
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摘要
•We present a computational camera system for efficient light field image and video acquisition.•Our mathematical framework models the intrinsic low dimensionality of light fields using tensor low-rank and sparse priors.•We design and implement a prototype compressive light field camera that avoids capturing redundancy of high-dimensional plenoptic function.
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关键词
Computational photography,Low-rank tensor factorization,Low-rank and sparse decomposition,Compressive sensing
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