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CVB.Net 14.0
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CVB.Net 14.0
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Classifier type that operates on images. More...
Inherits SampleImageList.
Classes | |
| class | ImageRegressionInfoCollection |
| Collection of regression information inside a regression sample list. More... | |
| class | ImageRegressionLabelInfo |
| Regression Label Information. More... | |
Public Member Functions | |
| SampleRegressionImageList (SampleListImageDataType imageDataType, int regressionDimension) | |
| Create a sample image list suitable for regression tasks. More... | |
| SampleRegressionImageList | Transform (DataTransformImageToImage dlg) |
| Transform this Sample Image List into a new sample image list by transforming each sample inside it. More... | |
| SampleRegressionImageList | Transform (LabelTransformVectorToVector dlg) |
| Transform this Sample Image List into a new sample image list by transforming each label inside it. More... | |
| SampleClassificationImageList | Transform (LabelTransformVectorToString dlg) |
| Transform this Sample Image List into a new sample image list by transforming each label inside it. More... | |
| ImageRegressionLabelInfo | GetValueForSample (int sampleIndex) |
| Retrieve the label information that goes with a given sample. More... | |
 Public Member Functions inherited from SampleImageList | |
| void | SetFeatureWindow (Point2D location, Size2D size, Point2D origin) |
| Redefine the feature window of the sample image list. Note that the values provided must be consistent with the image size for which this sample image list has been created, otherwise an exception will be raised. More... | |
| bool | IsCompatible (Image img) |
| Check whether a CVB image is compatible with this image list, i.e. if it is generally possible to add samples from that image to the list. More... | |
| Image | GetSampleImage (int sampleIndex) |
| Retrieve an image by its overall sample index (ranging from 0 to NumSamples-1. More... | |
| Public Member Functions inherited from SampleList | |
| delegate string | LabelTransformStringToString (string labelIn) |
| Delegate for label transformation. More... | |
| delegate float[] | LabelTransformStringToVector (string labelIn) |
| Delegate for label transformation. More... | |
| delegate float[] | LabelTransformVectorToVector (float[] labelIn) |
| Delegate for label transformation. More... | |
| delegate string | LabelTransformVectorToString (float[] labelIn) |
| Delegate for label transformation. More... | |
| delegate Image | DataTransformImageToImage (Image imgIn) |
| Image data transformation delegate. More... | |
| void | Dispose () |
| Dispose method that releases the classifier | |
| void | Save (string fileName) |
| Save the Manto2 sample list to a file. More... | |
Static Public Attributes | |
| const int | RegressionDimensionMax = 16 |
| Maximum regression dimension to be used. | |
Properties | |
| int | RegressionDimension [get] |
| Dimension of the regression labels used in this sample image list. | |
| ImageRegressionInfoCollection | Values [get] |
| Class collection. More... | |
| override Type | LabelType [get] |
| Type of the labels used by this SampleList. | |
| Properties inherited from SampleImageList | |
| Fringes | Fringes [get] |
| Fringes (= size difference between the images and the feature window) of the sample images. | |
| Size2D | FeatureWindowSize [get] |
| Size of the feature window. | |
| Point2D | FeatureWindowLocation [get] |
| Location of the feature window (position of left top corner inside the image). | |
| Point2D | FeatureWindowOrigin [get] |
| Location of the feature window origin in pixel coordinates measured from the left top corner of the feature window. | |
| Size2D | ImageSize [get] |
| Size of the images (in pixels) that can be added to the image list. | |
| int | ImageDimension [get] |
| Size of the images (in pixels) that can be added to the image list. | |
| DataType | ImageDataType [get] |
| Data type of the images that can be added to the image list. (all planes must have same data type) | |
| override Type | SampleType [get] |
| Type of the samples used by this SampleList. | |
| Properties inherited from SampleList | |
| IntPtr | Handle [get] |
| Native Manto2 classifier handle. More... | |
| bool | IsDisposed [get] |
| Tests if the native handle has already been disposed. | |
| string | FileName [get] |
| Name of the file from which this image list was loaded (string.Empty if this image list was neither loaded nor saved since its construction). More... | |
| string | Comment [get, set] |
| Classifier comment text. More... | |
| DateTime | CreationDate [get] |
| Date on which the SampleList was created. | |
| DateTime | ModificationDate [get] |
| Date on which the SampleList was last modified. | |
| int | NumClasses [get] |
| Number of distinguishable classes in the sample list. | |
| int | NumSamples [get] |
| Total number of samples in the sample list. | |
| int | MinSampleCount [get] |
| Number samples in the smallest class of the sample list. | |
| int | MaxSampleCount [get] |
| Number samples in the largest class of the sample list. | |
| double | AverageSampleCount [get] |
| Average number samples in per class of the sample list. | |
| abstract Type | LabelType [get] |
| Type of the labels used by this SampleList. | |
| abstract Type | SampleType [get] |
| Type of the samples used by this SampleList. | |
| Properties inherited from INativeHandle | |
| IntPtr | Handle [get] |
| The native handle of the object. | |
| bool | IsDisposed [get] |
| Possibility to check whether the object has already been disposed of. | |
Additional Inherited Members | |
| Static Public Member Functions inherited from SampleList | |
| static SampleList | FromFile (string fileName) |
| Load a Manto2 sample list from disc. More... | |
| Protected Member Functions inherited from SampleImageList | |
| void | BaseInit () |
| Allows the inheritor to do a reinitialization of the base class parameters. | |
| IntPtr | CreateNativeImageData (Image srcImage, Point2D extractionLocation) |
| Utility function for inheritors that creates a native image data object to be added to the SIL. Make sure to manually release the handle once it is no longer needed! More... | |
| Protected Member Functions inherited from SampleList | |
| virtual void | Dispose (bool disposing) |
| IDispose helper function. More... | |
| abstract int | LabelToIndex< TLabel > (TLabel label) |
| Convert a class label to a class index. More... | |
| bool | ContainsLabel< TLabel > (TLabel label) |
| Check if the sample list contains a given label... More... | |
| void | RemoveLabel (int index) |
| Remove a label and all the data objects associated with it based on its index. More... | |
| Events inherited from SampleList | |
| NativeHandleEventDelegate | ObjectDisposing |
| Raised when this object is about to be disposed via the IDisposable.Dispose method. More... | |
| Events inherited from INativeHandle | |
| NativeHandleEventDelegate | ObjectDisposing |
| Raised when this object is about to be disposed via the IDisposable.Dispose method. More... | |
Classifier type that operates on images.
| SampleRegressionImageList | ( | SampleListImageDataType | imageDataType, |
| int | regressionDimension | ||
| ) |
Create a sample image list suitable for regression tasks.
| imageDataType | Data type of the images to be added to the sample image list. |
| regressionDimension | Dimension of the regression vector. Must be greater than 0 and less than or equal REGRESSIONDIMENSIONMAX. |
| ArgumentOutOfRangeException | If the regressionDimension parameter is outside the range ]0...REGRESSIONDIMENSIONMAX] |
| OutOfMemoryException | If the creation of the sample image list failed. |
| ImageRegressionLabelInfo GetValueForSample | ( | int | sampleIndex | ) |
Retrieve the label information that goes with a given sample.
| sampleIndex | The sample to retrieve the value for. |
| ArgumentOutOfRangeException | if sampleIndex is outside the range [0...NumSamples-1]. |
| SampleRegressionImageList Transform | ( | DataTransformImageToImage | dlg | ) |
Transform this Sample Image List into a new sample image list by transforming each sample inside it.
| dlg | Sample transformation delegate. |
| SampleClassificationImageList Transform | ( | LabelTransformVectorToString | dlg | ) |
Transform this Sample Image List into a new sample image list by transforming each label inside it.
| dlg | Label transformation delegate. |
| SampleRegressionImageList Transform | ( | LabelTransformVectorToVector | dlg | ) |
Transform this Sample Image List into a new sample image list by transforming each label inside it.
| dlg | Label transformation delegate. |
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get |
Class collection.
| ObjectDisposedException | If the image list has already been disposed |