Modeling correlation between multi-modal continuous words for pLSA-based video classification

@article{Zhong2014ModelingCB,
  title={Modeling correlation between multi-modal continuous words for pLSA-based video classification},
  author={Cencen Zhong and Zhenjiang Miao},
  journal={2014 IEEE International Conference on Image Processing (ICIP)},
  year={2014},
  pages={4304-4308}
}
Seeing that probabilistic Latent Semantic Analysis (pLSA) deals with discrete quantity only, pLSA with Gaussian Mixtures (GM-pLSA) extends it to continuous feature space by treating continuous feature as continuous word. However, GM-pLSA does not provide a clear way of modeling multimodal features, and also neglects the intrinsic correlation between these… CONTINUE READING