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 801850 of 1441 papers

TitleStatusHype
Cafca: High-quality Novel View Synthesis of Expressive Faces from Casual Few-shot Captures0
Cameras as Relative Positional Encoding0
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models0
CATSplat: Context-Aware Transformer with Spatial Guidance for Generalizable 3D Gaussian Splatting from A Single-View Image0
CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields from Imperfect Camera Poses0
CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes0
CE-NPBG: Connectivity Enhanced Neural Point-Based Graphics for Novel View Synthesis in Autonomous Driving Scenes0
CeRF: Convolutional Neural Radiance Fields for New View Synthesis with Derivatives of Ray Modeling0
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning0
CheapNVS: Real-Time On-Device Narrow-Baseline Novel View Synthesis0
CHROME: Clothed Human Reconstruction with Occlusion-Resilience and Multiview-Consistency from a Single Image0
Cinematic Gaussians: Real-Time HDR Radiance Fields with Depth of Field0
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations0
CLONeR: Camera-Lidar Fusion for Occupancy Grid-aided Neural Representations0
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency0
CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving0
CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis0
ColonNeRF: High-Fidelity Neural Reconstruction of Long Colonoscopy0
CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis0
Comparative Analysis of Novel View Synthesis and Photogrammetry for 3D Forest Stand Reconstruction and extraction of individual tree parameters0
CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting0
CompNVS: Novel View Synthesis with Scene Completion0
Consistent123: Improve Consistency for One Image to 3D Object Synthesis0
Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models0
Consistent View Synthesis with Pose-Guided Diffusion Models0
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning0
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation0
Controlling Space and Time with Diffusion Models0
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation0
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals0
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture0
CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image0
ChromaDistill: Colorizing Monochrome Radiance Fields with Knowledge Distillation0
Correspondence-Guided SfM-Free 3D Gaussian Splatting for NVS0
CRAYM: Neural Field Optimization via Camera RAY Matching0
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation0
Cross-Guided Optimization of Radiance Fields With Multi-View Image Super-Resolution for High-Resolution Novel View Synthesis0
CrossScore: Towards Multi-View Image Evaluation and Scoring0
CrossView-GS: Cross-view Gaussian Splatting For Large-scale Scene Reconstruction0
Crowd-Sourced NeRF: Collecting Data from Production Vehicles for 3D Street View Reconstruction0
CSS: Overcoming Pose and Scene Challenges in Crowd-Sourced 3D Gaussian Splatting0
CT-NeRF: Incremental Optimizing Neural Radiance Field and Poses with Complex Trajectory0
Ctrl123: Consistent Novel View Synthesis via Closed-Loop Transcription0
CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion0
CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting0
CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models0
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs0
D3DR: Lighting-Aware Object Insertion in Gaussian Splatting0
DaReNeRF: Direction-aware Representation for Dynamic Scenes0
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction0
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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