Remote Sensing Image Scene Classification in Hybrid Classical–Quantum Transferring CNN with Small Samples

Remote Sensing Image Scene Classification in Hybrid Classical–Quantum Transferring CNN with Small Samples

The scope of this research lies in the combination of pre-trained Convolutional Neural Networks (CNNs) and Quantum Convolutional Neural Networks (QCNN) in application to Remote Sensing Image Scene Classification(RSISC). Deep learning (RL) is improving by leaps and bounds pretrained CNNs in Remote Se...

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Bibliographic Details
Main Authors: Zhouwei Zhang, Xiaofei Mi, Jian Yang, Xiangqin Wei, Yan Liu, Jian Yan, Peizhuo Liu, Xingfa Gu, Tao Yu
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
CNN
hybrid classical–quantum neural networks
transfer learning
variational quantum circuit
Online Access:https://www.mdpi.com/1424-8220/23/18/8010

Internet

https://www.mdpi.com/1424-8220/23/18/8010

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