TTMGNet: Tree Topology Mamba-Guided Network Collaborative Hierarchical Incremental Aggregation for Change Detection

TTMGNet: Tree Topology Mamba-Guided Network Collaborative Hierarchical Incremental Aggregation for Change Detection

Change detection (CD) identifies surface changes by analyzing bi-temporal remote sensing (RS) images of the same region and is essential for effective urban planning, ensuring the optimal allocation of resources, and supporting disaster management efforts. However, deep-learning-based CD methods str...

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Bibliographic Details
Main Authors: Hongzhu Wang, Zhaoyi Ye, Chuan Xu, Liye Mei, Cheng Lei, Du Wang
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Remote Sensing
Subjects:
change detection (CD)
remote sensing (RS)
deep learning
tree topology Mamba (TTM)
hierarchical incremental aggregation
Online Access:https://www.mdpi.com/2072-4292/16/21/4068
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