An end-to-end homography estimation method for large baseline scenes with an attention mechanism

An end-to-end homography estimation method for large baseline scenes with an attention mechanism

Aiming at the problems of low accuracy and limited adaptability to large baseline scenes and motion blur scenarios in current homography estimation methods, an end-to-end homography estimation methodwith attention mechanism for large baseline scenes was constructed, which utilized unsupervised learn...

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Bibliographic Details
Main Authors: Zuojiang LIN, Xu CAO, Wei CHEN, Yu BAI, Bo MI, Xuewei ZHANG, Hao FANG
Format: Article
Language:zho
Published: Hebei University of Science and Technology 2024-12-01
Series:Journal of Hebei University of Science and Technology
Subjects:
computer image processing; homography estimation; unsupervised learning; attention mechanism; data augmentation; deep learning
Online Access:https://xuebao.hebust.edu.cn/hbkjdx/article/pdf/b202406012?st=article_issue
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https://xuebao.hebust.edu.cn/hbkjdx/article/pdf/b202406012?st=article_issue

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