360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance

Shreyas Kulkarni,Peng Yin,Sebastian Scherer,Shreyas Kulkarni,Peng Yin,Sebastian Scherer

Based on the neural radiance fields (NeRF), we present a pipeline for generating novel views from a single 360° panoramic image. Prior research relied on the neighborhood interpolation capability of multi-layer perceptions to complete missing regions caused by occlusion. This resulted in artifacts in their predictions. We propose 360FusionNeRF, a semi-supervised learning framework that employs geo...