Single Shot Temporal Action Detection

  title={Single Shot Temporal Action Detection},
  author={Tianwei Lin and Xu Zhao and Zheng Shou},
  booktitle={ACM Multimedia},
Temporal action detection is a very important yet challenging problem, since videos in real applications are usually long, untrimmed and contain multiple action instances. This problem requires not only recognizing action categories but also detecting start time and end time of each action instance. Many state-of-the-art methods adopt the "detection by classification" framework: first do proposal, and then classify proposals. The main drawback of this framework is that the boundaries of action… CONTINUE READING
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THUMOS challenge: Action recognition with a large number of classes

  • Y. G. Jiang, J. Liu, +4 authors R. Sukthankar
  • In ECCV Workshop
  • 2014
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