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Texture model is constructed with PCA. The complexity of PCA is O (p 2), where p×p is the dimensions of covariance matrix. Shape Template is mainly related to AAM and GED. It is difficult to analyse the computational complexity of AAM theoretically, but it has been proved experimentally that convergence rate of AAM is fast .If HMM based GED is adopted, computational complexity of the HMM ...

https://www.sciencedirect.com/science/article/pii/S0031320312005365

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