LR3M: Robust Low-Light Enhancement via Low-Rank Regularized Retinex Model

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, pp. 1-1, 2020.

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Abstract:

Noise causes unpleasant visual effects in low-light image/video enhancement. In this paper, we aim to make the enhancement model and method aware of noise in the whole process. To deal with heavy noise which is not handled in previous methods, we introduce a robust low-light enhancement approach, aiming at well enhancing low-light images/...More

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