Joint Noise Level Estimation from Personal Photo Collections

ICCV, pp. 2896-2903, 2013.

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Keywords:
relative noisenoise contentfacial informationface recognitionpersonal photo albumsMore(18+)

Abstract:

Personal photo albums are heavily biased towards faces of people, but most state-of-the-art algorithms for image denoising and noise estimation do not exploit facial information. We propose a novel technique for jointly estimating noise levels of all face images in a photo collection. Photos in a personal album are likely to contain sever...More

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