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GeoFill: Reference-Based Image Inpainting of Scenes with Complex Geometry. (arXiv:2201.08131v1 [cs.CV])
Jan. 21, 2022, 2:10 a.m. | Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, Charless Fowlkes
cs.CV updates on arXiv.org arxiv.org
Reference-guided image inpainting restores image pixels by leveraging the
content from another reference image. The previous state-of-the-art, TransFill,
warps the source image with multiple homographies, and fuses them together for
hole filling. Inspired by structure from motion pipelines and recent progress
in monocular depth estimation, we propose a more principled approach that does
not require heuristic planar assumptions. We leverage a monocular depth
estimate and predict relative pose between cameras, then align the reference
image to the target by a …
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