Human Actions Modelling and Recognition in Low-Dimensional Feature Space

@article{Hachaj2015HumanAM,
  title={Human Actions Modelling and Recognition in Low-Dimensional Feature Space},
  author={Tomasz Hachaj and Marek R. Ogiela and Katarzyna Koptyra},
  journal={2015 10th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA)},
  year={2015},
  pages={247-254}
}
The aim of this paper is to prove that it is possible to model the set of multiple human actions in low-dimensional feature space so they can be nearly unambiguously distinguish with the help of classification algorithm. The most important condition that has to be satisfied to solve this problem is selection of proper features sets that fit to a particular actions group. We evaluate our methodology on the dataset consisted of 16 different Oyama Karate techniques performed by two professional… CONTINUE READING