Traffic light recognition exploiting map and localization at every stage

November 2020

tl;dr: Very thorough description of using HD map for TFL recognition.

Overall impression

Although the perception models the paper uses is quite outdated, it has a very clear discussion regarding how to use HD maps online.

Also refer to TFL map building with lidar for a similar discussion.

Key ideas

Technical details