Effects of Image Degradation and Degradation Removal to CNN-Based Image Classification

Just like many other topics in computer vision, image classification has achieved significant progress recently by using deep learning neural networks, especially the Convolutional Neural Networks (CNNs). Most of the existing works focused on classifying very clear natural images, evidenced by the w...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 4 vom: 05. Apr., Seite 1239-1253
1. Verfasser: Pei, Yanting (VerfasserIn)
Weitere Verfasser: Huang, Yaping, Zou, Qi, Zhang, Xingyuan, Wang, Song
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't