DaTaobao Tech
Jun 13, 2022 · Artificial Intelligence
Robust Neural Radiance Field Representation for Extrapolating Novel Views (RapNeRF)
RapNeRF enhances Neural Radiance Fields for extreme view extrapolation by introducing Random Ray Casting and a Ray Atlas, which together augment training data and store view‑dependent surface features, enabling robust, high‑quality novel‑view synthesis from sparse images and outperforming prior methods on synthetic and real datasets.
Neural RenderingView Synthesiscomputer vision
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