Change Detection Needs Neighborhood Interaction in Transformer

Change Detection Needs Neighborhood Interaction in Transformer

Remote sensing image change detection (CD) is an essential technique for analyzing surface changes from co-registered images of different time periods. The main challenge in CD is to identify the alterations that the user intends to emphasize, while excluding pseudo-changes caused by external factor...

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Bibliographic Details
Main Authors: Hangling Ma, Lingran Zhao, Bingquan Li, Ruiqing Niu, Yueyue Wang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Remote Sensing
Subjects:
change detection
sparse attention mechanism
transformer
remote sensing
Online Access:https://www.mdpi.com/2072-4292/15/23/5459

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