“Guided Training of NeRFs for Medical Volume Rendering” by Petkov
Conference:
Type(s):
Entry Number: 47
Title:
- Guided Training of NeRFs for Medical Volume Rendering
Session/Category Title: Posters: Rendering & Displays
Presenter(s)/Author(s):
Abstract:
Neural Radiance Fields (NeRF) trained on pre-rendered photorealistic images represent complex medical data in a fraction of the size, while interactive applications synthesize novel views directly from the neural networks. We demonstrate a practical implementation of NeRFs for high resolution CT volume data, using differentiable rendering for training view selection.
