Predicting Intentions of Pedestrians from 2D Skeletal Pose Sequences with a Representation-Focused Multi-Branch Deep Learning Network

Understanding the behaviors and intentions of humans is still one of the main challenges for vehicle autonomy. More specifically, inferring the intentions and actions of vulnerable actors, namely pedestrians, in complex situations such as urban traffic scenes remains a difficult task and a blocking...

Full description

Bibliographic Details
Main Authors: Joseph Gesnouin, Steve Pechberti, Guillaume Bresson, Bogdan Stanciulescu, Fabien Moutarde
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/13/12/331