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 11511200 of 1441 papers

TitleStatusHype
SC-NeRF: Self-Correcting Neural Radiance Field with Sparse Views0
BluNF: Blueprint Neural Field0
Instant Continual Learning of Neural Radiance Fields0
Pose-Free Neural Radiance Fields via Implicit Pose Regularization0
Flexible Techniques for Differentiable Rendering with 3D Gaussians0
CLNeRF: Continual Learning Meets NeRFCode0
Depth self-supervision for single image novel view synthesisCode0
Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views0
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments0
Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization0
Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views0
SceNeRFlow: Time-Consistent Reconstruction of General Dynamic Scenes0
WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields0
Digging into Depth Priors for Outdoor Neural Radiance Fields0
Mirror-NeRF: Learning Neural Radiance Fields for Mirrors with Whitted-Style Ray Tracing0
Learning Unified Decompositional and Compositional NeRF for Editable Novel View Synthesis0
Improved Neural Radiance Fields Using Pseudo-depth and Fusion0
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields0
CeRF: Convolutional Neural Radiance Fields for New View Synthesis with Derivatives of Ray Modeling0
My3DGen: A Scalable Personalized 3D Generative Model0
RGB-D Mapping and Tracking in a Plenoxel Radiance FieldCode0
Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carvingCode0
MA-NeRF: Motion-Assisted Neural Radiance Fields for Face Synthesis from Sparse Images0
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields0
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields0
Adjustable Visual Appearance for Generalizable Novel View Synthesis0
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering0
PlaNeRF: SVD Unsupervised 3D Plane Regularization for NeRF Large-Scale Scene Reconstruction0
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature DisentanglementCode0
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction0
OD-NeRF: Efficient Training of On-the-Fly Dynamic Neural Radiance Fields0
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions0
NeuralEditor: Editing Neural Radiance Fields via Manipulating Point Clouds0
Real-Time Radiance Fields for Single-Image Portrait View Synthesis0
Neural LiDAR Fields for Novel View Synthesis0
Neural Radiance Fields (NeRFs): A Review and Some Recent Developments0
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs0
Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design0
Dehazing-NeRF: Neural Radiance Fields from Hazy Images0
Factored Neural Representation for Scene Understanding0
ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects0
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis0
Single-View View Synthesis with Self-Rectified Pseudo-Stereo0
SurfelNeRF: Neural Surfel Radiance Fields for Online Photorealistic Reconstruction of Indoor Scenes0
UVA: Towards Unified Volumetric Avatar for View Synthesis, Pose rendering, Geometry and Texture Editing0
Improving Neural Radiance Fields with Depth-aware Optimization for Novel View SynthesisCode0
One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field0
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation0
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields0
Instant-NVR: Instant Neural Volumetric Rendering for Human-object Interactions from Monocular RGBD Stream0
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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