• DOI:10.1109/TPAMI.2016.2608901
Corpus ID: 7575938

Semantic Pooling for Complex Event Analysis in Untrimmed Videos

@article{Chang2017SemanticPF,
  title={Semantic Pooling for Complex Event Analysis in Untrimmed Videos},
  author={Xiaojun Chang and Y. Yu and Yi Yang and E. Xing},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2017},
  volume={39},
  pages={1617-1632}
}

• Xiaojun Chang, Y. Yu, +1 author E. Xing
• Published 2017
• Computer Science, Medicine
• IEEE Transactions on Pattern Analysis and Machine Intelligence

Pooling plays an important role in generating a discriminative video representation. In this paper, we propose a new semantic pooling approach for challenging event analysis tasks (e.g., event detection, recognition, and recounting) in long untrimmed Internet videos, especially when only a few shots/segments are relevant to the event of interest while many other shots are irrelevant or even misleading. The commonly adopted pooling strategies aggregate the shots indifferently in one way or… Expand

View on IEEE

europepmc.org

Save to Library

Create Alert

Cite

Launch Research Feed