Occupancy Network


Omnidirectional Depth-Aided Occupancy Prediction based on Cylindrical Voxel for Autonomous Driving

Problem Statement

What is vision-based Occupancy task and why we need it?

Novelties

Novel Workflow


Novel Cylinder Voxel Representation


Novel Dataset

Experimental Result


Qualitative Comparison with Classical Methods


Even in less voxels, we have achieved better reconstruction result, especially at close range.


Demo Video


There is a DEMO video in urban area.




There is a DEMO video in countryside area.