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 951–975 of 2326 papers

Title	Date	Tasks	Status	Hype
CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields from Imperfect Camera Poses	Oct 15, 2023	3D ReconstructionNeRF	—Unverified	0
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm	Oct 12, 2023	3D Object Detection3D Reconstruction	CodeCode Available	2
Consistent123: Improve Consistency for One Image to 3D Object Synthesis	Oct 12, 2023	3D Generation3D Reconstruction	—Unverified	0
RT-SRTS: Angle-Agnostic Real-Time Simultaneous 3D Reconstruction and Tumor Segmentation from Single X-Ray Projection	Oct 12, 2023	3D ReconstructionMulti-Task Learning	CodeCode Available	0
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction	Oct 12, 2023	3D ReconstructionMulti-View 3D Reconstruction	CodeCode Available	1
Orbital Polarimetric Tomography of a Flare Near the Sagittarius A* Supermassive Black Hole	Oct 11, 2023	3D Reconstruction	—Unverified	0
SketchBodyNet: A Sketch-Driven Multi-faceted Decoder Network for 3D Human Reconstruction	Oct 10, 2023	3D Human Reconstruction3D Reconstruction	CodeCode Available	0
HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving Scenarios	Oct 9, 2023	3D Reconstruction3D Scene Reconstruction	CodeCode Available	0
Towards Non-contact 3D Ultrasound for Wrist Imaging	Oct 6, 2023	3D ReconstructionGPU	—Unverified	0
ASUR3D: Arbitrary Scale Upsampling and Refinement of 3D Point Clouds using Local Occupancy Fields	Oct 2, 2023	3D Reconstruction3D Shape Generation	CodeCode Available	0
PC-NeRF: Parent-Child Neural Radiance Fields under Partial Sensor Data Loss in Autonomous Driving Environments	Oct 2, 2023	3D Reconstruction3D Scene Reconstruction	CodeCode Available	1
Multi-tiling Neural Radiance Field (NeRF) -- Geometric Assessment on Large-scale Aerial Datasets	Oct 1, 2023	3D ReconstructionGPU	—Unverified	0
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo	Sep 29, 2023	3D ReconstructionDescriptive	CodeCode Available	1
3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning	Sep 29, 2023	3D ReconstructionBayesian Optimization	—Unverified	0
Sketch2CADScript: 3D Scene Reconstruction from 2D Sketch using Visual Transformer and Rhino Grasshopper	Sep 28, 2023	3D Reconstruction3D Scene Reconstruction	—Unverified	0
HyperLISTA-ABT: An Ultra-light Unfolded Network for Accurate Multi-component Differential Tomographic SAR Inversion	Sep 28, 2023	3D ReconstructionComputational Efficiency	—Unverified	0
3D Reconstruction with Generalizable Neural Fields using Scene Priors	Sep 26, 2023	3D Reconstruction3D Scene Reconstruction	—Unverified	0
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone	Sep 26, 2023	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
PHRIT: Parametric Hand Representation with Implicit Template	Sep 26, 2023	3D ReconstructionSingle-View 3D Reconstruction	—Unverified	0
Deep learning based workflow for accelerated industrial X-ray Computed Tomography	Sep 24, 2023	3D ReconstructionDeep Learning	—Unverified	0
MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo	Sep 23, 2023	3D Reconstruction	CodeCode Available	1
NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields	Sep 22, 2023	3D ReconstructionNeRF	CodeCode Available	1
NTO3D: Neural Target Object 3D Reconstruction with Segment Anything	Sep 22, 2023	3D Object Reconstruction3D Reconstruction	CodeCode Available	1
SE(3) Equivariant Convolution and Transformer in Ray Space	Sep 21, 2023	3D ReconstructionNeural Rendering	—Unverified	0
SE(3) Equivariant Convolution and Transformer in Ray Space	Sep 21, 2023	3D ReconstructionNeural Rendering	—Unverified	0

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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