Guided Training of NeRFs for Medical Volume Rendering
PROCEEDINGS OF SIGGRAPH 2023 POSTERS, SIGGRAPH 2023（2023）
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.
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Key words
volume path tracing,neural radiance fields,differentiable rendering
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