PC2: projection-conditioned point cloud diffusion for single-image 3D reconstruction

Reconstructing the 3D shape of an object from a single RGB image is a long-standing problem in computer vision. In this paper, we propose a novel method for single-image 3D reconstruction which generates a sparse point cloud via a conditional denoising diffusion process. Our method takes as input a...

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Bibliographic Details
Main Authors: Melas-Kyriazi, L, Rupprecht, C, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2023

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