A Siamese Network with a Multiscale Window-Based Transformer via an Adaptive Fusion Strategy for High-Resolution Remote Sensing Image Change Detection

A Siamese Network with a Multiscale Window-Based Transformer via an Adaptive Fusion Strategy for High-Resolution Remote Sensing Image Change Detection

Remote sensing image change detection (RS-CD) has made impressive progress with the help of deep learning techniques. Small object change detection (SoCD) still faces many challenges. On the one hand, when the scale of changing objects varies greatly, deep learning models with overall accuracy as th...

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Bibliographic Details
Main Authors: Chao Tao, Dongsheng Kuang, Kai Wu, Xiaomei Zhao, Chunyan Zhao, Xin Du, Yunsheng Zhang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
change detection (CD)
remote sensing (RS)
small object
scale differences
transformer
Online Access:https://www.mdpi.com/2072-4292/15/9/2433

Internet

https://www.mdpi.com/2072-4292/15/9/2433

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