A Multi-Feature and Multi-Level Matching Algorithm Using Aerial Image and AIS for Vessel Identification.

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成果类型：

期刊论文

作者：

Xiu, Supu;Wen, Yuanqiao*;Yuan, Haiwen;Xiao, Changshi;Zhan, Wenqiang;...

通讯作者：

Wen, Yuanqiao

作者机构：

[Xiu, Supu; Yuan, Haiwen; Zhou, Chunhui; Zou, Xiong; Zhan, Wenqiang; Xiao, Changshi] Wuhan Univ Technol, Sch Nav, Wuhan 430063, Hubei, Peoples R China.

[Wen, Yuanqiao] Natl Engn Res Ctr Water Transport Safety, Wuhan 430063, Hubei, Peoples R China.

[Wen, Yuanqiao] Intelligent Transportat Syst Res Ctr, Wuhan 430063, Hubei, Peoples R China.

[Zhou, Chunhui; Zou, Xiong; Zhan, Wenqiang; Xiao, Changshi] Hubei Key Lab Inland Shipping Technol, Wuhan 430063, Hubei, Peoples R China.

[Shah, Sayed Chhattan] Hankuk Univ Foreign Studies, Dept Informat & Commun Engn, Seoul 02450, South Korea.

通讯机构：

[Wen, Yuanqiao] N

[Wen, Yuanqiao] I

Natl Engn Res Ctr Water Transport Safety, Wuhan 430063, Hubei, Peoples R China.

Intelligent Transportat Syst Res Ctr, Wuhan 430063, Hubei, Peoples R China.

语种：

英文

关键词：

Automatic Identification System (AIS);Unmanned Aerial Vehicle (UAV);maritime monitoring;vessel identification;vision

期刊：

Sensors

ISSN：

1424-3210

年：

2019

卷：

期：

页码：

1317-null

DOI：

10.3390/s19061317

基金类别：

National Science Foundation of China (NSFC)National Natural Science Foundation of China (NSFC) [51579204]; National Key R&D Program of China [2018YFC1407405]; Double First-rate Project of WUT

机构署名：

本校为第一机构

院系归属：

航运学院

水路公路交通安全控制与装备教育部工程研究中心

摘要：

In order to monitor and manage vessels in channels effectively, identification and tracking are very necessary. This work developed a maritime unmanned aerial vehicle (Mar-UAV) system equipped with a high-resolution camera and an Automatic Identification System (AIS). A multi-feature and multi-level matching algorithm using the spatiotemporal characteristics of aerial images and AIS information was proposed to detect and identify field vessels. Specifically, multi-feature information, including position, scale, heading, speed, etc., are used to match between real-time image and AIS message. Ad...

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A Multi-Feature and Multi-Level Matching Algorithm Using Aerial Image and AIS for Vessel Identification.

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