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Orthogonal Local Image Descriptors with Convolutional Autoencoders

This work proposes the use of deep learning architectures, and in particular Convolutional Autencoders (CAE’s), to incorporate an explicit component of orthogonality to the computation of local image descriptors. For this purpose we present a methodology based on the computation of dot products amon...

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Detalles Bibliográficos
Autores principales: Roman-Rangel, Edgar, Marchand-Maillet, Stephane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7297571/
http://dx.doi.org/10.1007/978-3-030-49076-8_15