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The MCvEMParams type exposes the following members.

Methods

  NameDescription
Public methodEquals
Indicates whether this instance and a specified object are equal.
(Inherited from ValueType.)
Protected methodFinalize
Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Returns the hash code for this instance.
(Inherited from ValueType.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodToString
Returns the fully qualified type name of this instance.
(Inherited from ValueType.)

Fields

  NameDescription
Public fieldcov_mat_type
The type of the mixture covariation matrices
Public fieldcovs
Initial mixture covariation matrices S_k; are used (if not NULL) only when start_step=CvEM::START_E_STEP.
Public fieldmeans
Initial mixture means a_k; are used (and must be not NULL) only when start_step=CvEM::START_E_STEP.
Public fieldnclusters
The number of mixtures
Public fieldprobs
Initial probabilities p_i,k; are used (and must be not NULL) only when start_step=CvEM::START_M_STEP
Public fieldstart_step
The initial step the algorithm starts from
Public fieldterm_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
Public fieldweights
Initial mixture weights pi_k; are used (if not NULL) only when start_step=CvEM::START_E_STEP

See Also