Multilinear Projection for Appearance-Based Recognition in the Tensor Framework

@article{Vasilescu2007MultilinearPF,
  title={Multilinear Projection for Appearance-Based Recognition in the Tensor Framework},
  author={M. Alex O. Vasilescu and Demetri Terzopoulos},
  journal={2007 IEEE 11th International Conference on Computer Vision},
  year={2007},
  pages={1-8}
}
Numerical multilinear (tensor) algebra is a principled mathematical approach to disentangling and explicitly and parsimoniously representing the essential factors or modes of image formation, among them illumination, scene geometry, and imaging, thereby dramatically improving the performance of appearance-based recognition. Generalizing concepts from linear (matrix) algebra, we define the identity tensor and the pseudo-inverse tensor and we employ them to develop a multilinear projection… CONTINUE READING
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