Inductive Biased Swin-Transformer With Cyclic Regressor for Remote Sensing Scene Classification

Convolutional neural networks (CNNs) have been widely used in remote sensing scene classification. However, the long-range dependencies of local features cannot be taken into account by CNNs. By contrast, a visual transformer (ViT) is good at capturing the long-range dependencies as it considers the...

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Bibliographic Details
Main Authors: Siyuan Hao, Nan Li, Yuanxin Ye
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10186881/