Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data

Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data

Satellite image time series (SITS) collected by modern Earth Observation (EO) systems represent a valuable source of information that supports several tasks related to the monitoring of the Earth surface dynamics over large areas. A main challenge is then to design methods able to leverage the compl...

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Bibliographic Details
Main Authors: Alessandro Michele Censi, Dino Ienco, Yawogan Jean Eudes Gbodjo, Ruggero Gaetano Pensa, Roberto Interdonato, Raffaele Gaetano
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Spatial temporal graph convolutional neural network
attention-based neural network
object-based image classification
satellite image time series
land cover classification
deep learning
Online Access:https://ieeexplore.ieee.org/document/9340250/

Internet

https://ieeexplore.ieee.org/document/9340250/

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