Aug3D augments large outdoor datasets with synthetic views rendered from SfM reconstructions, improving PixelNeRF's PSNR from 20.03 to 21.80 on UrbanScene3D Campus, though reducing cluster size alone reached 22.94.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) pp
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Aug3D: Augmenting large scale outdoor datasets for Generalizable Novel View Synthesis
Aug3D augments large outdoor datasets with synthetic views rendered from SfM reconstructions, improving PixelNeRF's PSNR from 20.03 to 21.80 on UrbanScene3D Campus, though reducing cluster size alone reached 22.94.