Computer Vision in Precipitation Nowcasting: Applying Image Quality Assessment Metrics for Training Deep Neural Networks

Computer Vision in Precipitation Nowcasting: Applying Image Quality Assessment Metrics for Training Deep Neural Networks

This paper presents a viewpoint from computer vision to the radar echo extrapolation task in the precipitation nowcasting domain. Inspired by the success of some convolutional recurrent neural network models in this domain, including convolutional LSTM, convolutional GRU and trajectory GRU, we desig...

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Bibliographic Details
Main Authors: Quang-Khai Tran, Sa-kwang Song
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Atmosphere
Subjects:
convolutional LSTM
convolutional GRU
trajectory GRU
precipitation nowcasting
radar echo extrapolation
image quality assessment
Online Access:https://www.mdpi.com/2073-4433/10/5/244

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