Village Building Identification Based on Ensemble Convolutional Neural Networks

Village Building Identification Based on Ensemble Convolutional Neural Networks

In this study, we present the Ensemble Convolutional Neural Network (ECNN), an elaborate CNN frame formulated based on ensembling state-of-the-art CNN models, to identify village buildings from open high-resolution remote sensing (HRRS) images. First, to optimize and mine the capability of CNN for v...

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Bibliografiska uppgifter
Huvudupphovsmän: Zhiling Guo, Qi Chen, Guangming Wu, Yongwei Xu, Ryosuke Shibasaki, Xiaowei Shao
Materialtyp: Artikel
Språk:English
Publicerad: MDPI AG 2017-10-01
Serie:Sensors
Ämnen:
Ensemble Convolutional Neural Networks
remote sensing
building detection
village mapping
multiscale feature learning
Länkar:https://www.mdpi.com/1424-8220/17/11/2487

Internet

https://www.mdpi.com/1424-8220/17/11/2487

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