Automatic Production of Deep Learning Benchmark Dataset for Affine-Invariant Feature Matching

To promote the development of deep learning for feature matching, image registration, and three-dimensional reconstruction, we propose a method of constructing a deep learning benchmark dataset for affine-invariant feature matching. Existing images often have large viewpoint differences and areas wi...

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Bibliographic Details
Main Authors: Guobiao Yao, Jin Zhang, Jianya Gong, Fengxiang Jin
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/12/2/33