The EigenObjectRecognizer type exposes the following members.

Constructors

  NameDescription
EigenObjectRecognizerOverloaded.

Methods

  NameDescription
CalcEigenObjects
Caculate the eigen images for the specific traning image
EigenDecomposite
Decompose the image as eigen values, using the specific eigen vectors
EigenProjection
Given the eigen value, reconstruct the projected image
Equals
Determines whether the specified Object is equal to the current Object.
(Inherited from Object.)
Finalize
Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
(Inherited from Object.)
FindMostSimilarObject
Given the image to be examined, find in the database the most similar object, return the index and the eigen distance
GetEigenDistances
Get the Euclidean eigen-distance between image and every other image in the database
GetHashCode
Serves as a hash function for a particular type.
(Inherited from Object.)
GetType
Gets the Type of the current instance.
(Inherited from Object.)
MemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Recognize
Try to recognize the image and return its label
ToString
Returns a String that represents the current Object.
(Inherited from Object.)

Properties

  NameDescription
AverageImage
Get the average Image.
EigenDistanceThreshold
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.
EigenImages
Get the eigen vectors that form the eigen space
EigenValues
Get the eigen values of each of the training image
Labels
Get or set the labels for the corresponding training image

See Also