TChange: A Hybrid Transformer-CNN Change Detection Network

TChange: A Hybrid Transformer-CNN Change Detection Network

Change detection is employed to identify regions of change between two different time phases. Presently, the CNN-based change detection algorithm is the mainstream direction of change detection. However, there are two challenges in current change detection methods: (1) the intrascale problem: CNN-ba...

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Bibliographic Details
Main Authors: Yupeng Deng, Yu Meng, Jingbo Chen, Anzhi Yue, Diyou Liu, Jing Chen
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
deep learning
change detection
convolutional neural network
multihead attention
transformer
Online Access:https://www.mdpi.com/2072-4292/15/5/1219

Internet

https://www.mdpi.com/2072-4292/15/5/1219

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