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 1941–1950 of 2326 papers

Title	Date	Tasks	Status
Clustering Assisted Fundamental Matrix Estimation	Apr 14, 2015	3D ReconstructionClustering	—Unverified
Stereo camera system calibration: the need of two sets of parameters	Jan 14, 2021	3D ReconstructionVocal Bursts Valence Prediction	—Unverified
StereoDRNet: Dilated Residual Stereo Net	Apr 3, 2019	3D Reconstruction	—Unverified
StereoDRNet: Dilated Residual StereoNet	Jun 1, 2019	3D ReconstructionStereo Depth Estimation	—Unverified
Coded Illumination for 3D Lensless Imaging	Dec 22, 2022	3D ReconstructionImage Reconstruction	—Unverified
CodeMapping: Real-Time Dense Mapping for Sparse SLAM using Compact Scene Representations	Jul 19, 2021	3D ReconstructionDepth Estimation	—Unverified
Coherence As Texture - Passive Textureless 3D Reconstruction by Self-interference	Jan 1, 2024	3D ReconstructionDepth Estimation	—Unverified
Coherent3D: Coherent 3D Portrait Video Reconstruction via Triplane Fusion	Dec 11, 2024	3D ReconstructionVideo Reconstruction	—Unverified
Coherent 3D Portrait Video Reconstruction via Triplane Fusion	May 1, 2024	3D ReconstructionVideo Reconstruction	—Unverified
Stereo DSO: Large-Scale Direct Sparse Visual Odometry with Stereo Cameras	Aug 25, 2017	3D ReconstructionOptical Flow Estimation	—Unverified

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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