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Hierarchical object detection with deep reinforcement learning

Autor
Bellver, M.; Giro, X.; Marques, F.; Torres, J.
Tipus d'activitat
Capítol de llibre
Llibre
Deep learning for image processing applications
Pàgina inicial
164
Pàgina final
176
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/2117/113093 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
Bellver, M., Giro, X., Marques, F., Torres, J. Hierarchical object detection with deep reinforcement learning. A: "Deep learning for image processing applications". Amsterdam: IOS Press, 2017, p. 164-176.
Paraules clau
Computer vision, Object detection, Reinforcement learning
Grup de recerca
CAP - Grup de Computació d'Altes Prestacions
GPI - Grup de Processament d'Imatge i Vídeo
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center

Participants