Neural Point-Based Graphics

@article{Aliev2020NeuralPG,
  title={Neural Point-Based Graphics},
  author={Kara-Ali Aliev and D. Ulyanov and V. Lempitsky},
  journal={ArXiv},
  year={2020},
  volume={abs/1906.08240}
}
  • Kara-Ali Aliev, D. Ulyanov, V. Lempitsky
  • Published 2020
  • Computer Science
  • ArXiv
  • We present a new point-based approach for modeling complex scenes. [...] Key Method A deep rendering network is learned in parallel with the descriptors, so that new views of the scene can be obtained by passing the rasterizations of a point cloud from new viewpoints through this network. The input rasterizations use the learned descriptors as point pseudo-colors. We show that the proposed approach can be used for modeling complex scenes and obtaining their photorealistic views, while avoiding explicit surface…Expand Abstract
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