Residual Augmented Attentional U-Shaped Network for Spectral Reconstruction from RGB Images

Deep convolutional neural networks (CNNs) have been successfully applied to spectral reconstruction (SR) and acquired superior performance. Nevertheless, the existing CNN-based SR approaches integrate hierarchical features from different layers indiscriminately, lacking an investigation of the relat...

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Bibliographic Details
Main Authors: Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/1/115