A Deep Learning Based Platform for Remote Sensing Images Change Detection Integrating Crowdsourcing and Active Learning

A Deep Learning Based Platform for Remote Sensing Images Change Detection Integrating Crowdsourcing and Active Learning

Remote sensing images change detection technology has become a popular tool for monitoring the change type, area, and distribution of land cover, including cultivated land, forest land, photovoltaic, roads, and buildings. However, traditional methods which rely on pre-annotation and on-site verifica...

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Bibliographic Details
Main Authors: Zhibao Wang, Jie Zhang, Lu Bai, Huan Chang, Yuanlin Chen, Ying Zhang, Jinhua Tao
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
remote sensing
change detection
crowdsourcing
active learning
human-in-the-loop
Online Access:https://www.mdpi.com/1424-8220/24/5/1509

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https://www.mdpi.com/1424-8220/24/5/1509

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