Research on pedestrian trajectory prediction method based on social attention mechanism
In order to improve the speed,accuracy and model interpretability of trajectory prediction in pedestrian interaction,a GAN model based on social attention mechanism was proposed.Firstly,a new type of social relationship on pedestrians was defined to model social relationships and a network model bas...
Saved in:
Main Authors: | Linhui LI, Bin ZHOU, Jing LIAN, Yafu ZHOU |
---|---|
Format: | Article |
Language: | zho |
Published: |
Editorial Department of Journal on Communications
2020-06-01
|
Series: | Tongxin xuebao |
Subjects: | |
Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020100/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Pedestrian trajectory prediction method based on group perception
by: WANG Ruyan, et al.
Published: (2024-12-01) -
Stock price prediction with attentive temporal convolution-based generative adversarial network
by: Ying Liu, et al.
Published: (2025-03-01) -
Parameter-Efficient Vehicle Trajectory Prediction Based on Attention-Enhanced Liquid Structural Neural Model
by: Ruochen Wang, et al.
Published: (2024-12-01) -
Adversarial Robust Modulation Recognition Guided by Attention Mechanisms
by: Quanhai Zhan, et al.
Published: (2025-01-01) -
An intrusion detection method based on depthwise separable convolution and attention mechanism
by: Zhifei ZHANG, et al.
Published: (2023-03-01)