KD360-VoxelBEV: Enhancing Bird's-Eye-View Segmentation with Cross-Modality Knowledge Distillation
Published:Dec 17, 2025 11:00
•1 min read
•ArXiv
Analysis
This research explores knowledge distillation techniques for improving bird's-eye-view (BEV) segmentation, a crucial component for autonomous driving. The focus on cross-modality distillation (LiDAR and camera) highlights an approach to leveraging complementary sensor data for enhanced scene understanding.
Key Takeaways
- •Proposes a method for knowledge distillation using both LiDAR and camera data.
- •Aims to improve bird's-eye-view segmentation performance.
- •Potentially benefits autonomous driving and related fields.
Reference
“KD360-VoxelBEV utilizes LiDAR and 360-degree camera data.”