Pixel-Wise Classification Method for High Resolution Remote Sensing Imagery Using Deep Neural Networks

Pixel-Wise Classification Method for High Resolution Remote Sensing Imagery Using Deep Neural Networks

Considering the classification of high spatial resolution remote sensing imagery, this paper presents a novel classification method for such imagery using deep neural networks. Deep learning methods, such as a fully convolutional network (FCN) model, achieve state-of-the-art performance in natural i...

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Bibliographic Details
Main Authors: Rui Guo, Jianbo Liu, Na Li, Shibin Liu, Fu Chen, Bo Cheng, Jianbo Duan, Xinpeng Li, Caihong Ma
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:ISPRS International Journal of Geo-Information
Subjects:
high resolution imagery
remote sensing
convolution neural network
semantic segmentation
data augmentation
deep learning
Online Access:http://www.mdpi.com/2220-9964/7/3/110

Internet

http://www.mdpi.com/2220-9964/7/3/110

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