The MCvEMParams type exposes the following fields.
Fields
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Member | Description | |
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![]() | cov_mat_type |
The type of the mixture covariation matrices
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![]() | covs |
Initial mixture covariation matrices S_k; are used (if not NULL) only when start_step=CvEM::START_E_STEP.
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![]() | means |
Initial mixture means a_k; are used (and must be not NULL) only when start_step=CvEM::START_E_STEP.
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![]() | nclusters |
The number of mixtures
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![]() | probs |
Initial probabilities p_i,k; are used (and must be not NULL) only when start_step=CvEM::START_M_STEP
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![]() | start_step |
The initial step the algorithm starts from
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![]() | term_crit |
Termination criteria of the procedure. EM algorithm stops either after a certain number of iterations (term_crit.num_iter), or when the parameters change too little (no more than term_crit.epsilon) from iteration to iteration
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![]() | weights |
Initial mixture weights pi_k; are used (if not NULL) only when start_step=CvEM::START_E_STEP
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