Implicit and Explicit Concept Relations in Deep Neural Networks for Multi-Label Video/Image Annotation

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Markatopoulou, Foteini; Mezaris, Vasileios; Patras, Ioannis;
(2018)
  • Related identifiers: doi: 10.1109/TCSVT.2018.2848458
  • Subject: video/image concept annotation | deep learning | multi-task learning | structured outputs | multi-label learning | concept correlations | video analysis

In this work we propose a DCNN (Deep Convolutional Neural Network) architecture that addresses the problem of video/image concept annotation by exploiting concept relations at two different levels. At the first level, we build on ideas from multi-task learning, and prop... View more
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