Modeling social interaction and intention for pedestrian trajectory prediction

Future pedestrian trajectory prediction offers great prospects for many practical applications. Most existing methods focus on social interaction among pedestrians but ignore the fact that in addition to pedestrians there are other kinds of objects (cars, dogs, bicycles, motorcycles, etc.) with a gr...

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Bibliographic Details

Published in:	Physica A Vol. 570; p. 125790
Main Authors:	Chen, Kai, Song, Xiao, Ren, Xiaoxiang
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.05.2021
Subjects:	Attention Convolutional long–short-term​ memory Encoder–decoder Pedestrian intention Social-interaction Encoder–decoder Pedestrian intention Convolutional long–short-term​ memory Social-interaction Attention
ISSN:	0378-4371, 1873-2119
Online Access:	Get full text
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