Articles with "deep restoration" as a keyword



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Multi-modality Deep Restoration of Extremely Compressed Face Videos

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Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"

DOI: 10.1109/tpami.2022.3157388

Abstract: Arguably the most common and salient object in daily video communications is the talking head, as encountered in social media, virtual classrooms, teleconferences, news broadcasting, talk shows, etc. When communication bandwidth is limited by network… read more here.

Keywords: face; modality deep; deep restoration; face videos ... See more keywords
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Demosaicing by Differentiable Deep Restoration

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Published in 2021 at "Applied Sciences"

DOI: 10.3390/app11041649

Abstract: A mosaic of color filter arrays (CFAs) is commonly used in digital cameras as a spectrally selective filter to capture color images. The captured raw image is then processed by a demosaicing algorithm to recover… read more here.

Keywords: demosaicing differentiable; deep restoration; color; differentiable deep ... See more keywords