Is attention to bounding boxes all you need for pedestrian action prediction?

Understand

The human driver is no longer the only one concerned with the complexity of the driving scenarios.

• Autonomous vehicles (AV) are similarly becoming involved in the process.
• Nowadays, the development of AVs in urban places raises essential safety concerns for vulnerable road users (VRUs) such as pedestrians.
• Therefore, to make the roads safer, it is critical to classify and predict the pedestrians' future behavior.