Abstract: Open-world object detection (OWOD) extends object detection problem to a realistic and dynamic scenario, where a detection model is required to be capable of detecting both known and unknown ...

In order for the self-driving system to ensure traffic safety, pedestrian detection is particularly important. But in the actual urban road environment, the situation is often more complicated, such ...