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Cross-Spectral Local Descriptors via Quadruplet Network

This paper presents a novel CNN-based architecture, referred to as Q-Net, to learn local feature descriptors that are useful for matching image patches from two different spectral bands. Given correctly matched and non-matching cross-spectral image pairs, a quadruplet network is trained to map input...

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Detalles Bibliográficos
Autores principales: Aguilera, Cristhian A., Sappa, Angel D., Aguilera, Cristhian, Toledo, Ricardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424750/
https://www.ncbi.nlm.nih.gov/pubmed/28420142
http://dx.doi.org/10.3390/s17040873