STDecoder-CD: How to Decode the Hierarchical Transformer in Change Detection Tasks

STDecoder-CD: How to Decode the Hierarchical Transformer in Change Detection Tasks

Change detection (CD) is in demand in satellite imagery processing. Inspired by the recent success of the combined transformer-CNN (convolutional neural network) model, TransCNN, originally designed for image recognition, in this paper, we present STDecoder-CD for change detection applications, whic...

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Bibliographic Details
Main Authors: Bo Zhao, Xiaoyan Luo, Panpan Tang, Yang Liu, Haoming Wan, Ninglei Ouyang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
transformer
neural network
remote sensing
change detection
Online Access:https://www.mdpi.com/2076-3417/12/15/7903

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