Presentation / Installation


47. Guided Training of NeRFs for Medical Volume Rendering
SessionPosters: Rendering & Displays
DescriptionNeural 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.
Contributor
Kaloian Petkov
Siemens Healthineers
Event Type
Poster
TimeMonday, 7 August 20239am - 5:30pm PDT
LocationWest Lobby Entrance
ACM Digital Library Poster PDF
Session Time & Location
Sunday, 6 August 20239am - 5:30pm PDTWest Lobby Entrance
Monday, 7 August 20239am - 5:30pm PDTWest Lobby Entrance
Tuesday, 8 August 20239am - 5:30pm PDTWest Lobby Entrance
Wednesday, 9 August 20239am - 5:30pm PDTWest Lobby Entrance
Thursday, 10 August 20239am - 5:30pm PDTWest Lobby Entrance
Keywords
Artificial Intelligence/Machine Learning
Rendering
Scientific Visualization
Registration Categories
FC
FCS
E
EFC
EE
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48. Reverse Projection: Real-Time Local Space Texture Mapping