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The Newest Survey about NeRF - Coggle Diagram
The Newest Survey about NeRF
Fundamentals of Neural Rendering
Differentiable Image Formation
Volumetric Rendering
Surface Rendering
Optimization
Scene Representations
Representing Surfaces
Representing Volumes
Multi-Layer Perceptron as a Universal Function Approximator
Application
Generalization over Object and Scene Classes
Learning to Represent and Render Non-static Content
Controllable Dynamic Neural Radiance Fields
Time-varying Neural Radiance Fields
Novel View Synthesis of Static Content
View Synthesis from a Neural Network Representation
Improving Rendering Speed
View Synthesis from a 3D Voxel Grid Representation
Miscellaneous Improvements
Optimizing Camera Poses
Hybrid Surface/Volume Representations
Depth Supervision
Robustness and Quality
Compositionality and Editing
Relighting and Material Editing
Engineering Frameworks
Hyperparameter Search and Experiments
Differentiable Rendering and Autodiff
Storage
Raycasting and Rendering
Open Challenges
Scalability
Generalizability
Seamless Integration and Usage
Multi-Modal Learning
Other Questions