Vehicle Kinematic Exploitation from Port-like Videos via an ensemble Generative Adversarial Network

Based on the Gen6D pose estimation method, this study measures the distance and the speed of a moving vehicle in a port video, and uses the LSTM + GAN method to correct the directly calculated distance and speed.

Authors

Institutions

Publication Details

Published
2024-08-29
DOI
https://doi.org/10.1109/issi63632.2024.10720470
Primary Topic
Autonomous Vehicle Technology and Safety
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Vehicle Kinematic Exploitation from Port-like Videos via an ensemble Generative Adversarial Network

Yuzhen Wu, Huafeng Wu, Xinqiang Chen, J. Wang et al.
Autonomous Vehicle Technology and Safety
article

Vehicle Kinematic Exploitation from Port-like Videos via an ensemble Generative Adversarial Network

Yuzhen Wu, Huafeng Wu, Xinqiang Chen, J. Wang, Yongsheng Yang, Qianli Ma
article en

Abstract

Based on the Gen6D pose estimation method, this study measures the distance and the speed of a moving vehicle in a port video, and uses the LSTM + GAN method to correct the directly calculated distance and speed.

CAS Logistics (China) (CN), Haier Group (China) (CN), Shanghai Maritime University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 81%
Autonomous Vehicle Technology and Safety
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.