Differentiable Rendering with Reparameterized Volume Sampling.
Nikita MorozovDenis RakitinOleg DesheulinDmitry P. VetrovKirill StruminskyPublished in: AISTATS (2024)
Keyphrases
- volume rendering
- random sampling
- ray casting
- direct volume rendering
- real time rendering
- objective function
- sample size
- sampling algorithm
- volume data
- image based rendering
- computer graphics
- monte carlo
- sampling methods
- rendered images
- image synthesis
- photorealistic
- d scene
- loss function
- high quality
- image processing
- machine learning
- real time
- cluster of workstations
- ray tracing
- high fidelity
- pairwise
- neural network
- data sets