Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network

13 Feb 2018 Weishong Dong Ming Yuan Xin Li Guangming Shi

Image demosaicing - one of the most important early stages in digital camera pipelines - addressed the problem of reconstructing a full-resolution image from so-called color-filter-arrays. Despite tremendous progress made in the pase decade, a fundamental issue that remains to be addressed is how to assure the visual quality of reconstructed images especially in the presence of noise corruption... (read more)

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METHOD TYPE
Convolution
Convolutions
GAN
Generative Models