SAR and Optical Image Registration Based on Deep Learning with Co-Attention Matching Module

SAR and Optical Image Registration Based on Deep Learning with Co-Attention Matching Module

Image registration is the basis for the joint interpretation of synthetic aperture radar (SAR) and optical images. However, the significant nonlinear radiation difference (NRD) and the geometric imaging model difference render the registration quite challenging. To solve this problem, both tradition...

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Bibliographic Details
Main Authors: Jiaxing Chen, Hongtu Xie, Lin Zhang, Jun Hu, Hejun Jiang, Guoqian Wang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
image registration
synthetic aperture radar (SAR) and optical images
deep learning
co-attention matching module (CAMM)
keypoint detection
sampling strategy
Online Access:https://www.mdpi.com/2072-4292/15/15/3879

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https://www.mdpi.com/2072-4292/15/15/3879

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