Novel View Synthesis
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Benchmarks
Mip-NeRF 360
LLFF
NeRF
Tanks and Temples
RefRef
X3D
RTMV
ScanNet++
ACID
BLEFF
SWORD
HDR-GS
RealEstate10K
iFF
.
Deep Blending
Dosovitskiy Chairs
KITTI
PhotoShape
ShapeNet Car
ShapeNet Chair
Most implemented
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction
PlenOctrees for Real-time Rendering of Neural Radiance Fields
NeRF--: Neural Radiance Fields Without Known Camera Parameters
Deferred Neural Rendering: Image Synthesis using Neural Textures
Papers
Mobile-4DGS: Unified Static-Dynamic Real-time Mobile Gaussian Splatting
Recent advances in 3D Gaussian Splatting (3DGS) have achieved remarkable performance in novel view synthesis, yet deploying both static and dynamic Gaussian representations on resource-constrained mobile devices remains …
Novel View SynthesisDyRAD: Radar Novel View Synthesis for Dynamic Driving Scenes
Reconstructing dynamic driving scenes from recorded sensor data supports closed-loop evaluation of autonomous driving systems by synthesizing observations beyond the original trajectory. Unlike cameras and LiDAR, radar m…
Novel View SynthesisAutonomous DrivingGeoVerse: World-Consistent Novel View Synthesis in Geometric Latent Space
Novel view synthesis from sparse images must reconcile faithful reconstruction of observed regions with plausible completion of unseen content, while maintaining world consistency across viewpoints. Existing geometry-bas…
Novel View SynthesisORCA: Occlusion-Aware Refinement and Completion for Novel View Synthesis
Novel-view synthesis from a single image is a fundamentally ambiguous problem. As the camera moves away from the input viewpoint, previously hidden regions become visible, exposing missing geometry and holes in the recon…
Novel View SynthesisLinearMask-GS: Stable-Mask Importance Pruning for Compact 3D Gaussian Splatting
3D Gaussian Splatting (3DGS) enables real-time novel view synthesis but produces millions of primitives through adaptive densification, leading to significant storage overhead. Learned-mask pruning methods such as LP-3DG…
Novel View SynthesisRealSimLoop: Online Real-to-Sim Adaptation via Differentiable Reduced-Order Simulation with Vision Feedback
Real-world observations of deformable objects are often sparse or surface-level, while downstream tasks require hidden physical quantities such as internal deformation, stress fields, and interaction forces. Physics-base…
Novel View Synthesis