BriefGPT.xyz
Apr, 2024
利用深度学习和卫星图像自动检测黑暗船对船转移
Automatic Detection of Dark Ship-to-Ship Transfers using Deep Learning and Satellite Imagery
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Ollie Ballinger
TL;DR
使用卷积神经网络准确检测各种船舶和船舶间转运，通过卫星图像和船载GPS数据交叉引用，应用该方法于乌克兰和俄罗斯之间的克尔奇海峡，识别2022年以来400多起黑暗中转运事件。
Abstract
Despite extensive research into
ship detection
via remote sensing, no studies identify
ship-to-ship transfers
in satellite imagery. Given the importance of transshipment in illicit shipping practices, this is a s
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