Synthetic feature pairs dataset and siamese convolutional model for image matching

In a previous publication [1], we created a dataset of feature patches for detection model training. In this paper, we use the same patches to create a new large synthetic dataset of feature pairs, similar and different, in order to perform, thanks to a siamese convolutional model, the description a...

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Bibliographic Details
Main Authors: Houssam Halmaoui, Abdelkrim Haqiq
Format: Article
Language:English
Published: Elsevier 2022-04-01
Series:Data in Brief
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340922001767