Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation

Rui Fan, Hengli Wang, Peide Cai +4

Collision-free space detection is a critical component of autonomous vehicle perception. The state-of-the-art algorithms are typically based on supervised learning. The performance…