3D Reconstruction

3D Reconstruction is the task of creating a 3D model or representation of an object or scene from 2D images or other data sources. The goal of 3D reconstruction is to create a virtual representation of an object or scene that can be used for a variety of purposes, such as visualization, animation, simulation, and analysis. It can be used in fields such as computer vision, robotics, and virtual reality.

Image: Gwak et al

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1976–2000 of 2326 papers

Title	Date	Tasks	Status
Transformable Bottleneck Networks	Apr 13, 2019	3D ReconstructionDecoder	CodeCode Available
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images	Apr 12, 2019	3D ReconstructionElectron Microscopy Image Segmentation	CodeCode Available
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image	Apr 11, 2019	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available
Neural Rerendering in the Wild	Apr 8, 2019	3D Reconstruction	—Unverified
StereoDRNet: Dilated Residual Stereo Net	Apr 3, 2019	3D Reconstruction	—Unverified
Defogging Kinect: Simultaneous Estimation of Object Region and Depth in Foggy Scenes	Apr 1, 2019	3D ReconstructionDepth Estimation	—Unverified
Accurate Monocular Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving	Mar 27, 2019	3D Object Detection3D Reconstruction	—Unverified
Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching	Mar 26, 2019	3D Reconstruction	—Unverified
PLMP -- Point-Line Minimal Problems in Complete Multi-View Visibility	Mar 24, 2019	3D ReconstructionGeneral Classification	CodeCode Available
Sparse2Dense: From direct sparse odometry to dense 3D reconstruction	Mar 21, 2019	3D ReconstructionDepth Estimation	—Unverified
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction	Mar 20, 2019	3D Object Reconstruction3D Reconstruction	CodeCode Available
Live Reconstruction of Large-Scale Dynamic Outdoor Worlds	Mar 15, 2019	3D ReconstructionPose Estimation	CodeCode Available
Rolling-Shutter-Aware Differential SfM and Image Rectification	Mar 10, 2019	3D ReconstructionOptical Flow Estimation	—Unverified
Synthetic Human Model Dataset for Skeleton Driven Non-rigid Motion Tracking and 3D Reconstruction	Mar 7, 2019	3D Human Reconstruction3D Reconstruction	—Unverified
X-Section: Cross-Section Prediction for Enhanced RGBD Fusion	Mar 3, 2019	3D ReconstructionObject	—Unverified
Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding	Feb 26, 2019	3D Plane Detection3D Reconstruction	CodeCode Available
A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation	Jan 24, 2019	3D Pose Estimation3D Reconstruction	—Unverified
Deep Level Sets: Implicit Surface Representations for 3D Shape Inference	Jan 21, 2019	3D Reconstruction3D Shape Representation	—Unverified
Hybrid coarse-fine classification for head pose estimation	Jan 21, 2019	3D ReconstructionClassification	CodeCode Available
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading	Jan 19, 2019	3D Reconstruction	CodeCode Available
Monocular Outdoor Semantic Mapping with a Multi-task Network	Jan 17, 2019	3D ReconstructionAutonomous Driving	—Unverified
NRMVS: Non-Rigid Multi-View Stereo	Jan 12, 2019	3D ReconstructionDepth Estimation	—Unverified
Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera	Jan 9, 2019	3D Reconstruction3D Scene Reconstruction	CodeCode Available
A Spatial-temporal 3D Human Pose Reconstruction Framework	Jan 8, 2019	3D Reconstruction	—Unverified
Application of a Modified Harmony Search Algorithm in the Optimal Arrangement of a Novel Three Dimensional Multiphase Flow Imaging Device	Jan 8, 2019	3D Reconstructionvalid	—Unverified

Show:10 25 50

← PrevPage 80 of 94Next →

All datasets DTU ShapeNet Data3D−R2N2 Scan2CAD 3DPeople Aria Digital Twin Dataset Aria Synthetic Environments ScanNet

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	3D-R2N2	Overall	0.63	—	Unverified
2	Gipuma	Overall	0.58	—	Unverified
3	COLMAP	Overall	0.53	—	Unverified
4	MVSNet	Overall	0.46	—	Unverified
5	Vis-MVSNet	Overall	0.37	—	Unverified
6	AA-RMVSNet	Overall	0.36	—	Unverified
7	Cas-MVSNet	Overall	0.36	—	Unverified
8	EPP-MVSNet	Overall	0.36	—	Unverified
9	PatchmatchNet	Overall	0.35	—	Unverified
10	CVP-MVSNet	Overall	0.35	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MD-GON	IoU	92.8	—	Unverified
2	POCO	IoU	92.6	—	Unverified
3	FS-SDF	IoU	91.2	—	Unverified
4	DP-ConvONet	IoU	89.5	—	Unverified
5	ConvONet	IoU	88.4	—	Unverified
6	ONet	IoU	76.1	—	Unverified
7	EVolT	IoU	73.8	—	Unverified
8	ZubicLio	IoU	65.43	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AttSets	3DIoU	0.64	—	Unverified
2	PSGN	3DIoU	0.64	—	Unverified
3	OGN	3DIoU	0.6	—	Unverified
4	3D-R2N2	3DIoU	0.56	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Scan2CAD	Average Accuracy	31.68	—	Unverified
2	3DMatch	Average Accuracy	10.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SVCP	Chamfer	10	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVL	Accuracy	18.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVL	Accuracy	5.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Atlas (finetuned)	3DIoU	89.4	—	Unverified