Single-View 3D Reconstruction
42 papers with code • 7 benchmarks • 13 datasets
Benchmarks
These leaderboards are used to track progress in Single-View 3D Reconstruction
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Datasets
CUB-200-2011
ShapeNet
ShapeNetCore
ABC Dataset
Hypersim
ABO
Common Objects in 3D
SceneNet
Parcel2D Real
ShapenetRender
Latest papers with no code
Generalizable 3D Scene Reconstruction via Divide and Conquer from a Single View
We therefore propose a hybrid method following a divide-and-conquer strategy.
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction
We tackle the challenge of efficiently reconstructing a 3D asset from a single image with growing demands for automated 3D content creation pipelines.
T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image
Pixel2Mesh (P2M) is a classical approach for reconstructing 3D shapes from a single color image through coarse-to-fine mesh deformation.
PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar
3D reconstruction from a single-view is challenging because of the ambiguity from monocular cues and lack of information about occluded regions.
Primitive-based 3D Human-Object Interaction Modelling and Programming
To explore an effective embedding of HAOI for the machine, we build a new benchmark on 3D HAOI consisting of primitives together with their images and propose a task requiring machines to recover 3D HAOI using primitives from images.
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
Recent advancements in 3D reconstruction from single images have been driven by the evolution of generative models.
R3D-SWIN:Use Shifted Window Attention for Single-View 3D Reconstruction
Recently, vision transformers have performed well in various computer vision tasks, including voxel 3D reconstruction.
Slice3D: Multi-Slice, Occlusion-Revealing, Single View 3D Reconstruction
Our key observation is that object slicing is more advantageous than altering views to reveal occluded structures.
Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture
Reconstructing detailed 3D scenes from single-view images remains a challenging task due to limitations in existing approaches, which primarily focus on geometric shape recovery, overlooking object appearances and fine shape details.
Single-view 3D reconstruction via inverse procedural modeling
First, we propose a method to join differentiable rendering and inverse procedural modeling.
