A Comprehensive Analysis of Deep Regression

Deep learning revolutionized data science, and recently its popularity has grown exponentially, as did the amount of papers employing deep networks. Vision tasks, such as human pose estimation, did not escape from this trend. There is a large number of deep models, where small changes in the network...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 9 vom: 16. Sept., Seite 2065-2081
Auteur principal: Lathuiliere, Stephane (Auteur)
Autres auteurs: Mesejo, Pablo, Alameda-Pineda, Xavier, Horaud, Radu
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't