Detecting Violence in Video using Subclasses

@inproceedings{Li2016DetectingVI,
  title={Detecting Violence in Video using Subclasses},
  author={Xirong Li and Yujia Huo and Jieping Xu and Qin Jin},
  booktitle={ACM Multimedia},
  year={2016}
}
This paper attacks the challenging problem of violence detection in videos. Different from existing works focusing on combining multi-modal features, we go one step further by adding and exploiting subclasses visually related to violence. We enrich the MediaEval 2015 violence dataset by manually labeling violence videos with respect to the subclasses. Such fine-grained annotations not only help understand what have impeded previous efforts on learning to fuse the multi-modal features, but also… CONTINUE READING
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