According to some embodiments, a system receives a captured image perceiving an environment of an ADV from an image capturing device of the ADV. The system identifies an obstacle in motion near the ADV based on the captured image. The system predicts a location for the moving obstacle at each of a number of time points. The system generates a probability ellipse based on the predicted location at the each time point, where the probability ellipse includes a probability indicator indicating different probabilities of the moving obstacle for different locations within the probability ellipse at the each time point.
A PEDESTRIAN PROBABILITY PREDICTION SYSTEM FOR AUTONOMOUS VEHICLES
2021-07-22
Patent
Electronic Resource
English
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06K Erkennen von Daten , RECOGNITION OF DATA |
Pedestrian probability prediction system for autonomous vehicles
European Patent Office | 2022
|A PEDESTRIAN PROBABILITY PREDICTION SYSTEM FOR AUTONOMOUS VEHICLES
European Patent Office | 2020
|LOCKED PEDESTRIAN DETECTION AND PREDICTION FOR AUTONOMOUS VEHICLES
European Patent Office | 2021
|Locked pedestrian detection and prediction for autonomous vehicles
European Patent Office | 2023
|Pedestrian Collision Avoidance System for Autonomous Vehicles
SAE Technical Papers | 2019
|