Part IX: Radar, Lidar, Depth, Thermal, Event, and RF Sensing
Chapter 43  [A][R]

BEV Perception and 3D Occupancy

Placeholder chapter page. Sections are produced by the book-skills pipeline.

Sections

  1. 43.1 Bird's-eye-view as a shared representation
  2. 43.2 Camera-to-BEV lifting and BEVFormer-style attention
  3. 43.3 BEV multi-sensor fusion (BEVFusion)
  4. 43.4 3D semantic occupancy prediction (Occ3D, SurroundOcc, TPVFormer)
  5. 43.5 Self-supervised and Gaussian occupancy (GaussianOcc)
  6. 43.6 Occupancy world models (developed further in Ch 53)
  7. 43.7 Benchmarks and metrics

Lab 43

train a BEV or occupancy model on an Occ3D benchmark subset; evaluate under a missing-sensor condition.