Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects

14 Sep 2020Hassan SialRamon BaldrichMaria Vanrell

Estimation of intrinsic images still remains a challenging task due to weaknesses of ground-truth datasets, which either are too small or present non-realistic issues. On the other hand, end-to-end deep learning architectures start to achieve interesting results that we believe could be improved if important physical hints were not ignored... (read more)

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