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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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Detalles Bibliográficos
Autores principales: Halmaoui, Houssam, Haqiq, Abdelkrim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8873551/
https://www.ncbi.nlm.nih.gov/pubmed/35242945
http://dx.doi.org/10.1016/j.dib.2022.107965