Browse > Computer Vision > 3D > 3D Reconstruction

3D Reconstruction

77 papers with code · Computer Vision
Subtask of 3D

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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

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

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

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

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

3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions

CVPR 2017 andyzeng/3dmatch-toolbox

To amass training data for our model, we propose a self-supervised feature learning method that leverages the millions of correspondence labels found in existing RGB-D reconstructions.

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

DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

CVPR 2019 Facebookresearch/deepsdf

In this work, we introduce DeepSDF, a learned continuous Signed Distance Function (SDF) representation of a class of shapes that enables high quality shape representation, interpolation and completion from partial and noisy 3D input data.

3D RECONSTRUCTION 3D SHAPE REPRESENTATION