Learning Deep Features for One-Class Classification

We present a novel deep-learning-based approach for one-class transfer learning in which labeled data from an unrelated task is used for feature learning in one-class classification. The proposed method operates on top of a convolutional neural network (CNN) of choice and produces descriptive featur...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 11 vom: 24. Nov., Seite 5450-5463
Auteur principal: Perera, Pramuditha (Auteur)
Autres auteurs: Patel, Vishal M
Format: Article en ligne
Langue:English
Publié: 2019
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article