Unsupervised retinal image registration based on D-STUNet and progressive keypoint screening strategy

The proposed network is able to effectively capture local features such as complex vascular structures in retinal images, providing a new method to improve the registration accuracy of retinal images.

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Publication Details

Journal
Biomedical Physics & Engineering Express
Published
2025-06-30
DOI
https://doi.org/10.1088/2057-1976/ade9c6
Primary Topic
Retinal Imaging and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Unsupervised retinal image registration based on D-STUNet and progressive keypoint screening strategy

Xiangyu Deng, Jiayi Kang
Biomedical Physics & Engineering Express
Retinal Imaging and Analysis
article

Unsupervised retinal image registration based on D-STUNet and progressive keypoint screening strategy

Xiangyu Deng, Jiayi Kang
article en

Abstract

The proposed network is able to effectively capture local features such as complex vascular structures in retinal images, providing a new method to improve the registration accuracy of retinal images.

Biomedical Physics & Engineering ExpressVol. 11(4)
Northwest Normal University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 77%
Retinal Imaging and Analysis
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Unsupervised retinal image registration based on D-STUNet and progressive keypoint screening strategy — Xiangyu Deng, Jiayi Kang · Biomedical Physics & Engineering Express (2025) | TGRS Research Map | TGRS