Part X: Sensor Fusion, World Models, and Spatial AI
Chapter 51  [A][R]

Neural Fields and Gaussian Splatting for Sensing

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Sections

  1. 51.1 Neural radiance fields and signed distance fields
  2. 51.2 3D Gaussian splatting basics
  3. 51.3 Sensor re-simulation (lidar and camera) from reconstructed scenes
  4. 51.4 Joint lidar-camera splatting (SplatAD)
  5. 51.5 Synthetic data generation for rare events
  6. 51.6 Real-time reconstruction constraints
  7. 51.7 Validation of synthetic-from-real pipelines

Lab 51

reconstruct a scene with Gaussian splatting and re-simulate a sensor view for augmentation.