Neural Reflectance Field from Shading and Shadow under a Fixed Viewpoint
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Updated
Aug 8, 2022 - Python
Neural Reflectance Field from Shading and Shadow under a Fixed Viewpoint
A new method to preprocess ShapeNet to get minimal shift 3D ground truth; 3 Stage single-view 3D reconstruction method; Point cloud surface reconstruction without input normals.
Pixel2point in PyTorch
Exploring the types of losses and decoder functions for regressing to voxels, point clouds, and mesh representations from single view RGB input.
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
Python implementation of Single View Metrology using numpy and opencv
[AAAI 2023] Official implementation of "Occupancy Planes for Single-view RGB-D Human Reconstruction"
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction (CVPR 2022)
Implementation of CVPR'23: Learning 3D Scene Priors with 2D Supervision
[CVPR 2024] Official implementation of Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation
[CVPR 2024] EpiDiff: Enhancing Multi-View Synthesis via Localized Epipolar-Constrained Diffusion
A diffuser implementation of Zero123. Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV23)
(ECCV 2022) Code for Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
Metrical Monocular Photometric Tracker [ECCV2022]
We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.
[ICLR 2024 Spotlight] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)
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