Human action recognition employing TD2DPCA and VQ

@article{Naiel2010HumanAR,
  title={Human action recognition employing TD2DPCA and VQ},
  author={Mohamed A. Naiel and Moataz M. Abdelwahab and Wasfy B. Mikhael},
  journal={2010 53rd IEEE International Midwest Symposium on Circuits and Systems},
  year={2010},
  pages={624-627}
}
A novel algorithm for human action recognition in the transform domain is presented. This approach is based on Two-Dimensional Principal Component Analysis (2DPCA) and Vector Quantization (VQ). This technique reduces the computational complexity and the storage requirement by at least a factor of 45.27, and 12 respectively, while achieving the highest… CONTINUE READING