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 501550 of 1441 papers

TitleStatusHype
Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field ReconstructionCode0
AG-NeRF: Attention-guided Neural Radiance Fields for Multi-height Large-scale Outdoor Scene RenderingCode0
Gaussian Process Priors for View-Aware InferenceCode0
SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly DetectionCode0
Spatial Annealing for Efficient Few-shot Neural RenderingCode0
SpikeGS: Learning 3D Gaussian Fields from Continuous Spike StreamCode0
Stereo Magnification: Learning View Synthesis using Multiplane ImagesCode0
Transformable Bottleneck NetworksCode0
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View SynthesisCode0
GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene ModelingCode0
SparseGS: Real-Time 360° Sparse View Synthesis using Gaussian SplattingCode0
SLAM&Render: A Benchmark for the Intersection Between Neural Rendering, Gaussian Splatting and SLAMCode0
Deferred Neural Rendering: Image Synthesis using Neural TexturesCode0
Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carvingCode0
DeepVoxels: Learning Persistent 3D Feature EmbeddingsCode0
Future Urban Scenes Generation Through Vehicles SynthesisCode0
Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian SplattingCode0
S^2NeRF: Privacy-preserving Training Framework for NeRFCode0
Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF AttackCode0
Deep Blending for Free-Viewpoint Image-Based-RenderingCode0
S2D-LFE: Sparse-to-Dense Light Field Event GenerationCode0
Rotationally-Temporally Consistent Novel View Synthesis of Human Performance VideoCode0
RGB-D Mapping and Tracking in a Plenoxel Radiance FieldCode0
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVISCode0
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene RepresentationsCode0
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse InputsCode0
RefSR-NeRF: Towards High Fidelity and Super Resolution View SynthesisCode0
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parametersCode0
Diversity-Driven View Subset Selection for Indoor Novel View SynthesisCode0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
DDNeRF: Depth Distribution Neural Radiance FieldsCode0
VM-NeRF: Tackling Sparsity in NeRF with View MorphingCode0
Perceptual Assessment and Optimization of HDR Image RenderingCode0
Physically Based Neural LiDAR ResimulationCode0
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data GenerationCode0
Pairwise-GAN: Pose-based View Synthesis through Pair-Wise TrainingCode0
Monocular Neural Image Based Rendering with Continuous View ControlCode0
Novel View Synthesis for Large-scale Scene using Adversarial LossCode0
Novel-View Human Action SynthesisCode0
Novel View Synthesis on Unpaired Data by Conditional Deformable Variational Auto-EncoderCode0
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate RepresentationCode0
Cross-Domain 3D Equivariant Image EmbeddingsCode0
Neural Lumigraph RenderingCode0
NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and DenoisingCode0
NeRFs are Mirror Detectors: Using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface PrimitivesCode0
Regularization of NeRFs using differential geometryCode0
EpipolarNVS: leveraging on Epipolar geometry for single-image Novel View SynthesisCode0
Multi-view to Novel view: Synthesizing Novel Views with Self-Learned ConfidenceCode0
GaussianStyle: Gaussian Head Avatar via StyleGANCode0
Content-aware Warping for View SynthesisCode0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2K-Planes (hybrid)PSNR26.92Unverified
3JAXNeRFPSNR26.92Unverified
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
103DGEERLPIPS0.21Unverified
#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