Image classification using convolutional neural network with wavelet domain inputs

Commonly used convolutional neural networks (CNNs) usually compress high‐resolution input images. Although it reduces the computation requirements into a reasonable range, the downsampling operation causes information loss, which affects the accuracy of image classification. How to adopt high‐resolu...

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Veröffentlicht in:	IET image processing 2022-06, Vol.16 (8), p.2037-2048
Hauptverfasser:	Wang, Luyuan, Sun, Yankui
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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