SOTAVerified

Novel View Synthesis

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )

Papers

Showing 601–650 of 1441 papers

TitleStatusHype
Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling—0
Tele-Aloha: A Low-budget and High-authenticity Telepresence System Using Sparse RGB Cameras—0
GS-ROR^2: Bidirectional-guided 3DGS and SDF for Reflective Object Relighting and Reconstruction—0
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian ConsensusCode3
AtomGS: Atomizing Gaussian Splatting for High-Fidelity Radiance FieldCode2
MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View StereoCode4
MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections—0
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-RegularizationCode2
Toon3D: Seeing Cartoons from New Perspectives—0
MGS-SLAM: Monocular Sparse Tracking and Gaussian Mapping with Depth Smooth Regularization—0
RPBG: Towards Robust Neural Point-based Graphics in the WildCode1
Novel View Synthesis with Neural Radiance Fields for Industrial Robot Applications—0
Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Review—0
A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose—0
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular VideosCode3
LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes—0
RTG-SLAM: Real-time 3D Reconstruction at Scale using Gaussian Splatting—0
SAGS: Structure-Aware 3D Gaussian Splatting—0
ν-DBA: Neural Implicit Dense Bundle Adjustment Enables Image-Only Driving Scene Reconstruction—0
3D Gaussian Splatting with Deferred ReflectionCode2
LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D GaussiansCode0
Depth Supervised Neural Surface Reconstruction from Airborne Imagery—0
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient DescentCode4
NeRF-DetS: Enhanced Adaptive Spatial-wise Sampling and View-wise Fusion Strategies for NeRF-based Indoor Multi-view 3D Object Detection—0
CT-NeRF: Incremental Optimizing Neural Radiance Field and Poses with Complex Trajectory—0
CrossScore: Towards Multi-View Image Evaluation and Scoring—0
Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer—0
Neural Radiance Field in Autonomous Driving: A Survey—0
Generalizable Novel-View Synthesis using a Stereo Camera—0
GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal—0
3D Multi-frame Fusion for Video StabilizationCode1
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation—0
Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting—0
AG-NeRF: Attention-guided Neural Radiance Fields for Multi-height Large-scale Outdoor Scene RenderingCode0
DeblurGS: Gaussian Splatting for Camera Motion Blur—0
InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior—0
Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded ScenesCode5
AbsGS: Recovering Fine Details for 3D Gaussian Splatting—0
SRGS: Super-Resolution 3D Gaussian SplattingCode2
1st Place Solution for ICCV 2023 OmniObject3D Challenge: Sparse-View Reconstruction—0
Map-Relative Pose Regression for Visual Re-LocalizationCode2
DeferredGS: Decoupled and Editable Gaussian Splatting with Deferred Shading—0
Efficient and accurate neural field reconstruction using resistive memory—0
ViFu: Multiple 360^ Objects Reconstruction with Clean Background via Visible Part Fusion—0
LoopGaussian: Creating 3D Cinemagraph with Multi-view Images via Eulerian Motion FieldCode1
MonoPatchNeRF: Improving Neural Radiance Fields with Patch-based Monocular Guidance—0
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation—0
G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View ImagesCode1
SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera—0
Revising Densification in Gaussian Splatting—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2JAXNeRFPSNR26.92—Unverified
3K-Planes (hybrid)PSNR26.92—Unverified
4Plenoxels + NeRFLiXPSNR26.9—Unverified
5K-Planes (explicit)PSNR26.78—Unverified
6TensoRFPSNR26.73—Unverified
7NeRFPSNR26.5—Unverified
8PlenoxelsPSNR26.29—Unverified
9HyperReelPSNR26.2—Unverified
10MobileNeRFPSNR25.91—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52—Unverified
2MobileNeRFLPIPS0.47—Unverified
3NeRF++LPIPS0.43—Unverified
4C3DGSLPIPS0.25—Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24—Unverified
6HAC 3DGSLPIPS0.23—Unverified
7Compact3DLPIPS0.23—Unverified
8Self-Organizing GaussiansLPIPS0.22—Unverified
93D Gaussian SplattingLPIPS0.21—Unverified
10LightGaussianLPIPS0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66—Unverified
2Self-Organizing GaussiansPSNR33.7—Unverified
3I-NGPPSNR33.18—Unverified
4TensoRFPSNR33.14—Unverified
5K-Planes (hybrid)PSNR32.36—Unverified
6K-Planes (explicit)PSNR32.21—Unverified
7PlenoxelsPSNR31.71—Unverified
8JAXNeRFPSNR31.65—Unverified
9NeRFPSNR31—Unverified
10MobileNeRFPSNR30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24—Unverified
2TensoRF + NeRFLiXPSNR28.94—Unverified
3Plenoxels + NeRFLiXPSNR28.61—Unverified
4Self-Organizing GaussiansPSNR25.63—Unverified
5HAC 3DGSPSNR24.4—Unverified
6Compact3DPSNR23.47—Unverified
73D Gaussian SplattingPSNR23.14—Unverified
8Mip-NERF 360PSNR19.65—Unverified
9DIVeR + NeRFLiXSSIM0.92—Unverified
10C3DGSPSNR0.23—Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34—Unverified
2Zip-NeRFAverage PSNR (dB)26.11—Unverified
3R3FAverage PSNR (dB)24.95—Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13—Unverified
5Rose-NeRFAverage PSNR (dB)22.86—Unverified
6NeuSAverage PSNR (dB)19.62—Unverified
7SplatfactoAverage PSNR (dB)19.53—Unverified
8TNSRAverage PSNR (dB)18.64—Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1—Unverified
2Instant NGPPSNR33.1—Unverified
3AdaNeRFPSNR30.9—Unverified
4NeRFPSNR30.9—Unverified
5DoNeRFPSNR30.8—Unverified
6TermiNeRFPSNR29.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37—Unverified
2NAFPSNR38.81—Unverified
3TensoRFPSNR37.67—Unverified
4NeATPSNR36.01—Unverified
5NeRFPSNR32.49—Unverified
6InTomoPSNR31.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59—Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15—Unverified
3Pixel-NeRF (env: ABC)PSNR12.15—Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13—Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5—Unverified
23DGUTPSNR30.64—Unverified
3EVERPSNR29.47—Unverified
4FisheyeGSPSNR27.81—Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88—Unverified
2hybridNLL5.34—Unverified
3impl.-catdepthSSIM0.42—Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11—Unverified
2StereoLayers (2 layers)LPIPS0.1—Unverified
3StereoLayersLPIPS0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37—Unverified
2HDR-NeRFAverage PSNR36.4—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15—Unverified
2NeRF--Average PSNR23.92—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84—Unverified
2Impl.-depthNLL4.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7—Unverified