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 581–590 of 2326 papers

Title	Date	Tasks	Status	Score
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features	Jun 1, 2019	3D ReconstructionIndoor Localization	CodeCode Available	5
Cumulative Assessment for Urban 3D Modeling	Jul 9, 2021	3D ReconstructionSemantic Segmentation	CodeCode Available	5
Cultural Heritage 3D Reconstruction with Diffusion Networks	Oct 14, 2024	3D ReconstructionDiversity	CodeCode Available	5
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM	Dec 31, 2024	3D Instance Segmentation3D Reconstruction	CodeCode Available	5
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes	Jul 1, 2019	3D Reconstruction3D Volumetric Reconstruction	CodeCode Available	5
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image	Jul 20, 2018	3D Point Cloud Reconstruction3D Reconstruction	CodeCode Available	5
PanoRecon: Real-Time Panoptic 3D Reconstruction from Monocular Video	Jan 1, 2024	3D Panoptic Segmentation3D Reconstruction	CodeCode Available	5
OpenOcc: Open Vocabulary 3D Scene Reconstruction via Occupancy Representation	Mar 18, 2024	3D Reconstruction3D Scene Reconstruction	CodeCode Available	5
On the Issues of TrueDepth Sensor Data for Computer Vision Tasks Across Different iPad Generations	Jan 26, 2022	3D ReconstructionFace Recognition	CodeCode Available	5
On the Localization of Ultrasound Image Slices within Point Distribution Models	Sep 1, 2023	3D Reconstruction3D Shape Representation	CodeCode Available	5

Show:10 25 50

← PrevPage 59 of 233Next →

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