Incremental discriminant-analysis of canonical correlations for action recognition

@article{Wu2010IncrementalDO,
  title={Incremental discriminant-analysis of canonical correlations for action recognition},
  author={Xinxiao Wu and Yunde Jia and Wei Liang},
  journal={Pattern Recognition},
  year={2010},
  volume={43},
  pages={4190-4197}
}
Human action recognition from video sequences is a challenging problem due to the large changes of human appearance in the cases of partial occlusions, non-rigid deformations, and high irregularities. It is difficult to collect a large set of training samples to learn the discriminative model with covering all possible variations of an action. In this paper, we propose an online recognition method, namely incremental discriminant-analysis of canonical correlations (IDCC), in which the… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 12 CITATIONS

Incremental multi-linear discriminant analysis using canonical correlations for action recognition

  • Neurocomputing
  • 2012
VIEW 12 EXCERPTS
CITES BACKGROUND & METHODS
HIGHLY INFLUENCED

Action Recognition Using Multilevel Features and Latent Structural SVM

  • IEEE Transactions on Circuits and Systems for Video Technology
  • 2013
VIEW 1 EXCERPT
CITES BACKGROUND

Action recognition with discriminative mid-level features

  • Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)
  • 2012