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Object retrieval with deep convolutional features

Autor
Mohedano, E.; Salvador, A.; McGuinness, K.; Giro, X.; O'Connor, N.; Marques, F.
Tipus d'activitat
Capítol de llibre
Llibre
Deep learning for image processing applications
Pàgina inicial
137
Pàgina final
163
Editorial
IOS Press
Data de publicació
2017-11-23
ISBN
978-1-61499-822-8 Obrir en finestra nova
DOI
10.3233/978-1-61499-822-8-137
Repositori
http://hdl.handle.net/2117/113092 Obrir en finestra nova
http://hdl.handle.net/2117/113093 Obrir en finestra nova
URL
http://ebooks.iospress.nl/volumearticle/48028 Obrir en finestra nova
Resum
Deep learning and image processing are two areas of great interest to academics and industry professionals alike. The areas of application of these two disciplines range widely, encompassing fields such as medicine, robotics, and security and surveillance. The aim of this book, ‘Deep Learning for Image Processing Applications’, is to offer concepts from these two areas in the same platform, and the book brings together the shared ideas of professionals from academia and research about probl...
Citació
Mohedano, E., Salvador, A., McGuinness, K., Giro, X., O'Connor, N., Marques, F. Object retrieval with deep convolutional features. A: "Deep learning for image processing applications". Amsterdam: IOS Press, 2017, p. 137-163.
Paraules clau
Bag of words, Content analysis and indexing, Convolutional neural networks, Deep learning, Feature representation, Image processing and computer vision, Information storage and retrieval
Grup de recerca
GPI - Grup de Processament d'Imatge i Vídeo
IDEAI-UPC Intelligent Data Science and Artificial Intelligence

Participants