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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Bibliographic Details
Main Authors: Zhiling Guo, Qi Chen, Guangming Wu, Yongwei Xu, Ryosuke Shibasaki, Xiaowei Shao
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Sensors
Subjects:
Ensemble Convolutional Neural Networks
remote sensing
building detection
village mapping
multiscale feature learning
Online Access:https://www.mdpi.com/1424-8220/17/11/2487

Internet

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

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