3D Object Reconstruction

56 papers with code • 3 benchmarks • 6 datasets

Image: Choy et al

Libraries

Use these libraries to find 3D Object Reconstruction models and implementations
2 papers
159

TripoSR: Fast 3D Object Reconstruction from a Single Image

vast-ai-research/triposr 4 Mar 2024

This technical report introduces TripoSR, a 3D reconstruction model leveraging transformer architecture for fast feed-forward 3D generation, producing 3D mesh from a single image in under 0. 5 seconds.

3,257
04 Mar 2024

FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything

safouaneelg/FusionVision 29 Feb 2024

Therefore, this paper introduces FusionVision, an exhaustive pipeline adapted for the robust 3D segmentation of objects in RGB-D imagery.

14
29 Feb 2024

iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views

chinhsuanwu/ifusion 28 Dec 2023

Our strategy unfolds in three steps: (1) We invert the diffusion model for camera pose estimation instead of synthesizing novel views.

68
28 Dec 2023

Splatter Image: Ultra-Fast Single-View 3D Reconstruction

szymanowiczs/splatter-image 20 Dec 2023

We introduce the Splatter Image, an ultra-fast approach for monocular 3D object reconstruction which operates at 38 FPS.

615
20 Dec 2023

Long-Range Grouping Transformer for Multi-View 3D Reconstruction

liyingcv/long-range-grouping-transformer ICCV 2023

The tokens in each group are sampled from all views and can provide macro representation for the resided view.

29
17 Aug 2023

A One Stop 3D Target Reconstruction and multilevel Segmentation Method

ganlab/ostra 14 Aug 2023

We extend object tracking and 3D reconstruction algorithms to support continuous segmentation labels to leverage the advances in the 2D image segmentation, especially the Segment-Anything Model (SAM) which uses the pretrained neural network without additional training for new scenes, for 3D object segmentation.

13
14 Aug 2023

NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF

sail-sg/numcc NeurIPS 2023

Second, our Repulsive UDF is a novel alternative to the occupancy field used in MCC, significantly improving the quality of 3D object reconstruction.

9
18 Jul 2023

CAD-Estate: Large-scale CAD Model Annotation in RGB Videos

google-research/cad-estate ICCV 2023

We propose a method for annotating videos of complex multi-object scenes with a globally-consistent 3D representation of the objects.

96
15 Jun 2023

MobileBrick: Building LEGO for 3D Reconstruction on Mobile Devices

ActiveVisionLab/MobileBrick CVPR 2023

The distinct data modality offered by high-resolution RGB images and low-resolution depth maps captured on a mobile device, when combined with precise 3D geometry annotations, presents a unique opportunity for future research on high-fidelity 3D reconstruction.

133
03 Mar 2023

UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction

garyzhu1996/umiformer ICCV 2023

We empirically demonstrate on ShapeNet and confirm that our decoupled learning method is adaptable for unstructured multiple images.

12
27 Feb 2023