Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)
摘要
In this paper, we study the challenging problem of categorizing videos according to high-level semantics such as the existence of a particular human action or a complex event. Although extensive efforts have been devoted in recent years, most existing works combined multiple video features using simple fusion strategies and neglected the utilization of inter-class semantic relationships. This pape...
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关键词
Semantics,Feature extraction,Neural networks,Benchmark testing,Visualization,Correlation,Internet
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