Search Results for author: Shunsuke Managi

Found 1 papers, 0 papers with code

Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders

no code implementations3 Mar 2018 Guodong Du, Liang Yuan, Kong Joo Shin, Shunsuke Managi

This study applies convolutional neural networks (CNN) to capture neighborhood characteristics from satellite images and to enhance the performance of LUC modeling.

Denoising

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