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 13511400 of 1441 papers

TitleStatusHype
NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields0
NCRF: Neural Contact Radiance Fields for Free-Viewpoint Rendering of Hand-Object Interaction0
ν-DBA: Neural Implicit Dense Bundle Adjustment Enables Image-Only Driving Scene Reconstruction0
NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field0
NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis0
NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields0
NeRF2Real: Sim2real Transfer of Vision-guided Bipedal Motion Skills using Neural Radiance Fields0
NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods0
NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation0
NeRF-DetS: Enhanced Adaptive Spatial-wise Sampling and View-wise Fusion Strategies for NeRF-based Indoor Multi-view 3D Object Detection0
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion0
NeRF-Editing: Geometry Editing of Neural Radiance Fields0
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation0
NeRF in detail: Learning to sample for view synthesis0
NeRF-In: Free-Form NeRF Inpainting with RGB-D Priors0
NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis0
NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices0
NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes0
NeRF-MS: Neural Radiance Fields with Multi-Sequence0
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review0
NeRFReN: Neural Radiance Fields with Reflections0
NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild0
NeRF-VO: Real-Time Sparse Visual Odometry with Neural Radiance Fields0
NeuGen: Amplifying the 'Neural' in Neural Radiance Fields for Domain Generalization0
NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing0
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds0
Neural Deformable Voxel Grid for Fast Optimization of Dynamic View Synthesis0
Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling0
NeuralEditor: Editing Neural Radiance Fields via Manipulating Point Clouds0
Neural Field Classifiers via Target Encoding and Classification Loss0
Neural Head Avatars from Monocular RGB Videos0
Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation0
Neural Implicit Field Editing Considering Object-environment Interaction0
Neural LiDAR Fields for Novel View Synthesis0
Neural Microfacet Fields for Inverse Rendering0
Neural Plenoptic Sampling: Capture Light-field from Imaginary Eyes0
Neural Point Catacaustics for Novel-View Synthesis of Reflections0
Neural Point Light Fields0
Neural Radiance Field in Autonomous Driving: A Survey0
Neural Radiance Fields for Novel View Synthesis in Monocular Gastroscopy0
Neural Radiance Fields for Transparent Object Using Visual Hull0
Neural Radiance Fields (NeRFs): A Review and Some Recent Developments0
Neural Radiance Transfer Fields for Relightable Novel-view Synthesis with Global Illumination0
Neural Relightable Participating Media Rendering0
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions0
Neural Trajectory Fields for Dynamic Novel View Synthesis0
NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation0
NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences0
NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting0
NGP-RT: Fusing Multi-Level Hash Features with Lightweight Attention for Real-Time Novel View Synthesis0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2JAXNeRFPSNR26.92Unverified
3K-Planes (hybrid)PSNR26.92Unverified
4Plenoxels + NeRFLiXPSNR26.9Unverified
5K-Planes (explicit)PSNR26.78Unverified
6TensoRFPSNR26.73Unverified
7NeRFPSNR26.5Unverified
8PlenoxelsPSNR26.29Unverified
9HyperReelPSNR26.2Unverified
10MobileNeRFPSNR25.91Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52Unverified
2MobileNeRFLPIPS0.47Unverified
3NeRF++LPIPS0.43Unverified
4C3DGSLPIPS0.25Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24Unverified
6HAC 3DGSLPIPS0.23Unverified
7Compact3DLPIPS0.23Unverified
8Self-Organizing GaussiansLPIPS0.22Unverified
93D Gaussian SplattingLPIPS0.21Unverified
10LightGaussianLPIPS0.21Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66Unverified
2Self-Organizing GaussiansPSNR33.7Unverified
3I-NGPPSNR33.18Unverified
4TensoRFPSNR33.14Unverified
5K-Planes (hybrid)PSNR32.36Unverified
6K-Planes (explicit)PSNR32.21Unverified
7PlenoxelsPSNR31.71Unverified
8JAXNeRFPSNR31.65Unverified
9NeRFPSNR31Unverified
10MobileNeRFPSNR30.9Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24Unverified
2TensoRF + NeRFLiXPSNR28.94Unverified
3Plenoxels + NeRFLiXPSNR28.61Unverified
4Self-Organizing GaussiansPSNR25.63Unverified
5HAC 3DGSPSNR24.4Unverified
6Compact3DPSNR23.47Unverified
73D Gaussian SplattingPSNR23.14Unverified
8Mip-NERF 360PSNR19.65Unverified
9DIVeR + NeRFLiXSSIM0.92Unverified
10C3DGSPSNR0.23Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34Unverified
2Zip-NeRFAverage PSNR (dB)26.11Unverified
3R3FAverage PSNR (dB)24.95Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13Unverified
5Rose-NeRFAverage PSNR (dB)22.86Unverified
6NeuSAverage PSNR (dB)19.62Unverified
7SplatfactoAverage PSNR (dB)19.53Unverified
8TNSRAverage PSNR (dB)18.64Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1Unverified
2Instant NGPPSNR33.1Unverified
3AdaNeRFPSNR30.9Unverified
4NeRFPSNR30.9Unverified
5DoNeRFPSNR30.8Unverified
6TermiNeRFPSNR29.8Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37Unverified
2NAFPSNR38.81Unverified
3TensoRFPSNR37.67Unverified
4NeATPSNR36.01Unverified
5NeRFPSNR32.49Unverified
6InTomoPSNR31.96Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15Unverified
3Pixel-NeRF (env: ABC)PSNR12.15Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5Unverified
23DGUTPSNR30.64Unverified
3EVERPSNR29.47Unverified
4FisheyeGSPSNR27.81Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88Unverified
2hybridNLL5.34Unverified
3impl.-catdepthSSIM0.42Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11Unverified
2StereoLayers (2 layers)LPIPS0.1Unverified
3StereoLayersLPIPS0.1Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37Unverified
2HDR-NeRFAverage PSNR36.4Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15Unverified
2NeRF--Average PSNR23.92Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84Unverified
2Impl.-depthNLL4.84Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7Unverified