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

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Showing 101–150 of 1441 papers

TitleStatusHype
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis—0
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos—0
Second-order Optimization of Gaussian Splats with Importance Sampling—0
LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis—0
EBAD-Gaussian: Event-driven Bundle Adjusted Deblur Gaussian Splatting—0
BlockGaussian: Efficient Large-Scale Scene Novel View Synthesis via Adaptive Block-Based Gaussian SplattingCode2
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
SN-LiDAR: Semantic Neural Fields for Novel Space-time View LiDAR SynthesisCode1
Geometric Consistency Refinement for Single Image Novel View Synthesis via Test-Time Adaptation of Diffusion Models—0
InteractAvatar: Modeling Hand-Face Interaction in Photorealistic Avatars with Deformable Gaussians—0
SVG-IR: Spatially-Varying Gaussian Splatting for Inverse RenderingCode1
Glossy Object Reconstruction with Cost-effective Polarized Acquisition—0
NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices—0
FlowR: Flowing from Sparse to Dense 3D Reconstructions—0
BOGausS: Better Optimized Gaussian Splatting—0
Diffusion-Guided Gaussian Splatting for Large-Scale Unconstrained 3D Reconstruction and Novel View Synthesis—0
FIORD: A Fisheye Indoor-Outdoor Dataset with LIDAR Ground Truth for 3D Scene Reconstruction and Benchmarking—0
Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve AdjustmentCode2
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds—0
SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splatting—0
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views—0
DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting—0
ERUPT: Efficient Rendering with Unposed Patch Transformer—0
Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction—0
Disentangled 4D Gaussian Splatting: Towards Faster and More Efficient Dynamic Scene Rendering—0
GenFusion: Closing the Loop between Reconstruction and Generation via Videos—0
Frequency-Aware Gaussian Splatting Decomposition—0
RainyGS: Efficient Rain Synthesis with Physically-Based Gaussian Splatting—0
EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis—0
TC-GS: Tri-plane based compression for 3D Gaussian SplattingCode1
CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis—0
HoGS: Unified Near and Far Object Reconstruction via Homogeneous Gaussian SplattingCode2
NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting—0
StableGS: A Floater-Free Framework for 3D Gaussian Splatting—0
Accenture-NVS1: A Novel View Synthesis Dataset—0
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction—0
Hardware-Rasterized Ray-Based Gaussian SplattingCode2
ProtoGS: Efficient and High-Quality Rendering with 3D Gaussian Prototypes—0
Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images—0
Enhancing Close-up Novel View Synthesis via Pseudo-labelingCode1
Learn Your Scales: Towards Scale-Consistent Generative Novel View Synthesis—0
Uncertainty-Aware Diffusion Guided Refinement of 3D Scenes—0
CHROME: Clothed Human Reconstruction with Occlusion-Resilience and Multiview-Consistency from a Single Image—0
DiST-4D: Disentangled Spatiotemporal Diffusion with Metric Depth for 4D Driving Scene Generation—0
Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images—0
Improving Adaptive Density Control for 3D Gaussian SplattingCode1
Segmentation-Guided Neural Radiance Fields for Novel Street View Synthesis—0
Light4GS: Lightweight Compact 4D Gaussian Splatting Generation via Context Model—0
RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View ImagesCode1
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation—0
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All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

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