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 1101–1150 of 1441 papers

TitleStatusHype
Relightable 3D Gaussians: Realistic Point Cloud Relighting with BRDF Decomposition and Ray Tracing—0
Obj-NeRF: Extract Object NeRFs from Multi-view Images—0
HumanRecon: Neural Reconstruction of Dynamic Human Using Geometric Cues and Physical PriorsCode0
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space—0
Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields—0
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning—0
Compressed 3D Gaussian Splatting for Accelerated Novel View SynthesisCode0
Adaptive Shells for Efficient Neural Radiance Field Rendering—0
Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation—0
VoxNeRF: Bridging Voxel Representation and Neural Radiance Fields for Enhanced Indoor View Synthesis—0
Real-Time Neural Rasterization for Large Scenes—0
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images—0
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features—0
3D-Aware Talking-Head Video Motion Transfer—0
MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis—0
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation—0
Novel View Synthesis from a Single RGBD Image for Indoor Scenes—0
Neural Implicit Field Editing Considering Object-environment Interaction—0
CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models—0
Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations—0
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis—0
VQ-NeRF: Vector Quantization Enhances Implicit Neural Representations—0
ManifoldNeRF: View-dependent Image Feature Supervision for Few-shot Neural Radiance FieldsCode0
Perceptual Assessment and Optimization of HDR Image RenderingCode0
TOSS:High-quality Text-guided Novel View Synthesis from a Single Image—0
CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields from Imperfect Camera Poses—0
Consistent123: Improve Consistency for One Image to 3D Object Synthesis—0
Pseudo-Generalized Dynamic View Synthesis from a Video—0
SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing—0
rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera—0
HiFi-123: Towards High-fidelity One Image to 3D Content Generation—0
Pose-Free Generalizable Rendering Transformer—0
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day—0
Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models—0
MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields—0
MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending—0
PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis—0
Forward Flow for Novel View Synthesis of Dynamic Scenes—0
3D Reconstruction with Generalizable Neural Fields using Scene Priors—0
NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields—0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size—0
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding—0
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Multi-Human View Synthesis—0
Light Field Diffusion for Single-View Novel View Synthesis—0
Locally Stylized Neural Radiance FieldsCode0
Viewpoint Textual Inversion: Discovering Scene Representations and 3D View Control in 2D Diffusion ModelsCode0
ChromaDistill: Colorizing Monochrome Radiance Fields with Knowledge Distillation—0
SAMPLING: Scene-adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single Image—0
FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes—0
Towards Viewpoint Robustness in Bird's Eye View Segmentation—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