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Table 1 Computational complexity ( M N 2 T ) associated with the best accuracies for the cases of full and diagonal covariance matrices

From: A comprehensive system for facial animation of generic 3D head models driven by speech

Cov. matrix structure

N

M

ϵ

ρ

MN 2 T

     

(per frame,T= 1)

Full (proposed)

4

3

0.47

0.75

48

Full (proposed)

7

3

0.48

0.76

147

Diagonal

10

7

0.49

0.75

700

Diagonal

19

3

0.48

0.76

1083

  1. Results associated with the proposed configurations (full covariance matrices) are in bold.