Attention-Mechanism-Containing Neural Networks for High-Resolution Remote Sensing Image Classification

Attention-Mechanism-Containing Neural Networks for High-Resolution Remote Sensing Image Classification

A deep neural network is suitable for remote sensing image pixel-wise classification because it effectively extracts features from the raw data. However, remote sensing images with higher spatial resolution exhibit smaller inter-class differences and greater intra-class differences; thus, feature ex...

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Bibliographic Details
Main Authors: Rudong Xu, Yiting Tao, Zhongyuan Lu, Yanfei Zhong
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Remote Sensing
Subjects:
very high resolution
remote sensing
pixel-wise classification
attention
control gate
feedback attention mechanism
internal classifier
multi-scale
Online Access:http://www.mdpi.com/2072-4292/10/10/1602

Internet

http://www.mdpi.com/2072-4292/10/10/1602

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