PolSAR Image Classification Via a Multigranularity Hybrid CNN-ViT Model With External Tokens and Cross-Attention

With the development of deep learning technology, the application of convolutional neural network (CNN) and vision transformer (ViT) for polarimetric synthetic aperture radar (PolSAR) image classification has been deepened. However, the PolSAR image has very rich information due to its special data...

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发表在:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Wenke Wang, Jianlong Wang, Dou Quan, Meijuan Yang, Junding Sun, Bibo Lu
格式:	文件
语言:	英语
出版:	IEEE 2024-01-01
主题:	Convolutional neural network (CNN) cross-attention external tokens (ETs) multigranularity polarimetric synthetic aperture radar (PolSAR) vision transformer (ViT)
在线阅读:	https://ieeexplore.ieee.org/document/10488702/