3D Point Cloud Reconstruction
13 papers with code • 0 benchmarks • 3 datasets
Encoding and reconstruction of 3D point clouds.
Benchmarks
These leaderboards are used to track progress in 3D Point Cloud Reconstruction
HUMAN4D
IBISCape
Boombox
Most implemented papers
From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks
val-iisc/ssl_3d_recon
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CVPR 2020
We learn both 3D point cloud reconstruction and pose estimation networks in a self-supervised manner, making use of differentiable point cloud renderer to train with 2D supervision.
Canonical Capsules: Self-Supervised Capsules in Canonical Pose
canonical-capsules/canonical-capsules
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NeurIPS 2021
We propose a self-supervised capsule architecture for 3D point clouds.
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation
shichengchen/multiviewdataset
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This paper addresses the 3D point cloud reconstruction and 3D pose estimation of the human hand from a single RGB image.
