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 1151–1200 of 1441 papers

TitleStatusHype
Learning Topology Uniformed Face Mesh by Volume Rendering for Multi-view Reconstruction—0
Learning Unified Decompositional and Compositional NeRF for Editable Novel View Synthesis—0
Learn Your Scales: Towards Scale-Consistent Generative Novel View Synthesis—0
LEMON: Localized Editing with Mesh Optimization and Neural Shaders—0
LENS: Localization enhanced by NeRF synthesis—0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation—0
Light4GS: Lightweight Compact 4D Gaussian Splatting Generation via Context Model—0
Light Field Diffusion for Single-View Novel View Synthesis—0
Light Field View Synthesis via Aperture Disparity and Warping Confidence Map—0
LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures—0
Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images—0
LinPrim: Linear Primitives for Differentiable Volumetric Rendering—0
LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors—0
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control—0
LiveView: Dynamic Target-Centered MPI for View Synthesis—0
LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis—0
LoGS: Visual Localization via Gaussian Splatting with Fewer Training Images—0
LOLNeRF: Learn from One Look—0
LoopSparseGS: Loop Based Sparse-View Friendly Gaussian Splatting—0
LP-3DGS: Learning to Prune 3D Gaussian Splatting—0
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias—0
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement—0
MA-NeRF: Motion-Assisted Neural Radiance Fields for Face Synthesis from Sparse Images—0
Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh—0
Many-to-many Image Generation with Auto-regressive Diffusion Models—0
MapGS: Generalizable Pretraining and Data Augmentation for Online Mapping via Novel View Synthesis—0
MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views—0
Matrix3D: Large Photogrammetry Model All-in-One—0
DeformGS: Scene Flow in Highly Deformable Scenes for Deformable Object Manipulation—0
MELON: NeRF with Unposed Images in SO(3)—0
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos—0
MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation—0
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering—0
Metamon-GS: Enhancing Representability with Variance-Guided Densification and Light Encoding—0
Methods and strategies for improving the novel view synthesis quality of neural radiation field—0
MGS-SLAM: Monocular Sparse Tracking and Gaussian Mapping with Depth Smooth Regularization—0
MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields—0
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields—0
MIRE: Matched Implicit Neural Representations—0
MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections—0
Mirror-NeRF: Learning Neural Radiance Fields for Mirrors with Whitted-Style Ray Tracing—0
MixRT: Mixed Neural Representations For Real-Time NeRF Rendering—0
MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending—0
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video—0
Mobi-π: Mobilizing Your Robot Learning Policy—0
Modeling Ambient Scene Dynamics for Free-view Synthesis—0
Modeling uncertainty for Gaussian Splatting—0
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering—0
Mono2Stereo: Monocular Knowledge Transfer for Enhanced Stereo Matching—0
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction—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