The content discusses the introduction of UODFs as a new approach for neural implicit representation in 3D shape reconstruction. It highlights the limitations of SDF and UDF methods, explaining how UODFs address these issues by providing accurate surface point reconstruction without interpolation errors. The paper presents detailed experiments and comparisons with existing methods, showcasing the superior performance of UODFs in reconstructing watertight, non-watertight, and complex shapes.
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arxiv.org
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