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

Published in:	ISPRS International Journal of Geo-Information
Main Authors:	Guobiao Yao, Jin Zhang, Jianya Gong, Fengxiang Jin
Format:	Article
Language:	English
Published:	MDPI AG 2023-01-01
Subjects:	affine invariance feature matching corresponding image patches deep learning benchmark dataset
Online Access:	https://www.mdpi.com/2220-9964/12/2/33