http://www.emgu.com

The EigenObjectRecognizer type exposes the following members.

Constructors

  NameDescription
Public methodEigenObjectRecognizer(array<Image<(Of <<'(Gray, Byte>)>>)>[]()[][], MCvTermCriteria%)
Create an object recognizer using the specific tranning data and parameters, it will always return the most similar object
Public methodEigenObjectRecognizer(array<Image<(Of <<'(Gray, Byte>)>>)>[]()[][], array<String>[]()[][], MCvTermCriteria%)
Create an object recognizer using the specific tranning data and parameters, it will always return the most similar object
Public methodEigenObjectRecognizer(array<Image<(Of <<'(Gray, Byte>)>>)>[]()[][], array<String>[]()[][], Double, MCvTermCriteria%)
Create an object recognizer using the specific tranning data and parameters

Methods

  NameDescription
Public methodStatic memberCalcEigenObjects
Caculate the eigen images for the specific traning image
Public methodStatic memberEigenDecomposite
Decompose the image as eigen values, using the specific eigen vectors
Public methodEigenProjection
Given the eigen value, reconstruct the projected image
Public methodEquals
Determines whether the specified Object is equal to the current Object.
(Inherited from Object.)
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 methodGetEigenDistances
Get the Euclidean eigen-distance between image and every other image in the database
Public methodGetHashCode
Serves as a hash function for a particular type.
(Inherited from Object.)
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 methodRecognize
Try to recognize the image and return its label
Public methodToString
Returns a String that represents the current Object.
(Inherited from Object.)

Properties

  NameDescription
Public propertyAverageImage
Get the average Image.
Public propertyEigenDistanceThreshold
Get or set the eigen distance threshold. The smaller the number, the more likely an examined image will be treated as unrecognized object. Set it to a huge number (e.g. 5000) and the recognizer will always treated the examined image as one of the known object.
Public propertyEigenImages
Get the eigen vectors that form the eigen space
Public propertyEigenValues
Get the eigen values of each of the training image
Public propertyLabels
Get or set the labels for the corresponding training image

See Also