PPSurf: Combining Patches and Point Convolutions for Detailed Surface Reconstruction
Philipp Erler,
Lizeth Fuentes‐Perez,
Pedro Hermosilla
et al.
Abstract:Abstract3D surface reconstruction from point clouds is a key step in areas such as content creation, archaeology, digital cultural heritage and engineering. Current approaches either try to optimize a non‐data‐driven surface representation to fit the points, or learn a data‐driven prior over the distribution of commonly occurring surfaces and how they correlate with potentially noisy point clouds. Data‐driven methods enable robust handling of noise and typically either focus on a global or a local prior, which… Show more
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