Browse SoTA > Computer Vision > 3D > 3D Reconstruction

3D Reconstruction

128 papers with code · Computer Vision
Subtask of 3D

Image: Gwak et al

Benchmarks

Greatest papers with code

Structure-From-Motion Revisited

CVPR 2016 colmap/colmap

Incremental Structure-from-Motion is a prevalent strategy for 3D reconstruction from unordered image collections.

3D RECONSTRUCTION

Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55

17 Oct 2017facebookresearch/SparseConvNet

We introduce a large-scale 3D shape understanding benchmark using data and annotation from ShapeNet 3D object database.

3D RECONSTRUCTION 3D SHAPE RECONSTRUCTION

PLMP -- Point-Line Minimal Problems in Complete Multi-View Visibility

24 Mar 2019extreme-assistant/iccv2019

We present a complete classification of all minimal problems for generic arrangements of points and lines completely observed by calibrated perspective cameras.

3D RECONSTRUCTION

Atlas: End-to-End 3D Scene Reconstruction from Posed Images

ECCV 2020 magicleap/Atlas

Traditional approaches to 3D reconstruction rely on an intermediate representation of depth maps prior to estimating a full 3D model of a scene.

3D RECONSTRUCTION 3D SCENE RECONSTRUCTION 3D SEMANTIC SEGMENTATION

Weakly supervised 3D Reconstruction with Adversarial Constraint

31 May 2017chrischoy/3D-R2N2

Supervised 3D reconstruction has witnessed a significant progress through the use of deep neural networks.

3D RECONSTRUCTION

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

2 Apr 2016chrischoy/3D-R2N2

Inspired by the recent success of methods that employ shape priors to achieve robust 3D reconstructions, we propose a novel recurrent neural network architecture that we call the 3D Recurrent Reconstruction Neural Network (3D-R2N2).

3D OBJECT RECONSTRUCTION 3D RECONSTRUCTION

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

CVPR 2019 vchoutas/smplify-x

We use the new method, SMPLify-X, to fit SMPL-X to both controlled images and images in the wild.

3D HUMAN POSE ESTIMATION 3D RECONSTRUCTION

Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping

6 Oct 2019MIT-SPARK/Kimera-VIO

We provide an open-source C++ library for real-time metric-semantic visual-inertial Simultaneous Localization And Mapping (SLAM).

3D RECONSTRUCTION SIMULTANEOUS LOCALIZATION AND MAPPING

InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop Closure

2 Aug 2017victorprad/InfiniTAM

Representing the reconstruction volumetrically as a TSDF leads to most of the simplicity and efficiency that can be achieved with GPU implementations of these systems.

3D RECONSTRUCTION SIMULTANEOUS LOCALIZATION AND MAPPING

Superhuman Accuracy on the SNEMI3D Connectomics Challenge

31 May 2017wolny/pytorch-3dunet

For the past decade, convolutional networks have been used for 3D reconstruction of neurons from electron microscopic (EM) brain images.

3D RECONSTRUCTION ELECTRON MICROSCOPY IMAGE SEGMENTATION