http://www.emgu.com
The EigenObjectRecognizer type exposes the following members.
Constructors
Name | Description | |
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![]() | EigenObjectRecognizer(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
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![]() | EigenObjectRecognizer(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
|
![]() | EigenObjectRecognizer(array<Image<(Of <<'(Gray, Byte>)>>)>[]()[][], array<String>[]()[][], Double, MCvTermCriteria%) |
Create an object recognizer using the specific tranning data and parameters
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Methods
Name | Description | |
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![]() ![]() | CalcEigenObjects |
Caculate the eigen images for the specific traning image
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![]() ![]() | EigenDecomposite |
Decompose the image as eigen values, using the specific eigen vectors
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![]() | EigenProjection |
Given the eigen value, reconstruct the projected image
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![]() | Equals | (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
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![]() | GetEigenDistances |
Get the Euclidean eigen-distance between image and every other image in the database
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![]() | 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
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![]() | ToString | (Inherited from Object.) |
Properties
Name | Description | |
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![]() | AverageImage |
Get the average Image.
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![]() | 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.
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![]() | EigenImages |
Get the eigen vectors that form the eigen space
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![]() | EigenValues |
Get the eigen values of each of the training image
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![]() | Labels |
Get or set the labels for the corresponding training image
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