SoTensorVotingProcessing2d Class |
OIV.ImageViz.Engines.EdgeDetection.EdgeMarking.SoTensorVotingProcessing2d engine.
Namespace: OIV.ImageViz.Engines.EdgeDetection.EdgeMarking
The SoTensorVotingProcessing2d type exposes the following members.
Name | Description | |
---|---|---|
SoTensorVotingProcessing2d | Constructor. |
Name | Description | |
---|---|---|
AbortEvaluate | Abort current processing as soon as possible. | |
Copy | Creates and returns an exact copy of the engine. | |
CopyFieldValues(SoFieldContainer) | Calls CopyFieldValues(fc, false). (Inherited from SoFieldContainer.) | |
CopyFieldValues(SoFieldContainer, Boolean) | Copies the contents of fc's fields into this object's fields. | |
Dispose |
Releases all resources used by SoDisposable.
(Inherited from SoDisposable.) | |
EnableNotify | Notification at this Field Container is enabled (if flag == true) or disabled (if flag == false). | |
Equals | Determines whether the specified Object is equal to the current Object. (Inherited from Object.) | |
FieldsAreEqual | Returns true if this object's fields are exactly equal to fc's fields. | |
Get | Returns the values of the fields of this object in the Open Inventor ASCII file format in the given string. | |
GetAllFields | Returns a list of fields, including the eventIn's and eventOut's. | |
GetEventIn | Returns a the eventIn with the given name. | |
GetEventOut | Returns the eventOut with the given name. | |
GetField | Returns a the field of this object whose name is fieldName. | |
GetFieldName | Returns the name of the given field in the fieldName argument. | |
GetFields | Appends references to all of this object's fields to resultList, and returns the number of fields appended. | |
GetHashCode |
Overrides GetHashCode().
(Inherited from SoNetBase.) | |
GetName | Returns the name of an instance. | |
GetOutput | Returns a reference to the engine output with the given name. | |
GetOutputName | Returns (in outputName) the name of the engine output (output). | |
GetOutputs | Returns a list of outputs in this engine. | |
GetStringName | (Inherited from SoBase.) | |
GetType | Gets the Type of the current instance. (Inherited from Object.) | |
HasDefaultValues | Returns true if all of the object's fields have their default values. | |
IsEvaluating | Returns true if the engine evaluation is in progress. | |
IsNotifyEnabled | Notification is the process of telling interested objects that this object has changed. | |
IsSynchronizable | Gets the ScaleViz synchronizable state of this object. | |
Set | Sets one or more fields in this object to the values specified in the given string, which should be a string in the Open Inventor file format. | |
SetName | (Inherited from SoBase.) | |
SetSynchronizable | Sets this to be a ScaleViz synchronizable object. | |
SetToDefaults | Sets all fields in this object to their default values. | |
StartEvaluate | Evaluate engine and dependencies in another thread without blocking the current one. | |
ToString |
Converts this SoBase structure to a human readable string.
(Inherited from SoBase.) | |
Touch | Marks an instance as modified, simulating a change to it. | |
WaitEvaluate | Wait for the end of engine evaluation. |
Name | Description | |
---|---|---|
inFeatureImage | Input feature image. | |
inVectorImage | Input orientation vector image. | |
IsDisposable | ISafeDisposable interface implementation.
(Inherited from SoDisposable.) | |
outBallnessImage | Output ballness image. | |
outputSelection | Enable the computation of selected outputs. | |
outSaliencyImage | Output saliency image. | |
outTensorImage | Output tensor image. | |
outVectorImage | Output orientation vector image. | |
scale | This parameter acts on the gap length filled by the tensor voting algorithm. | |
UserData |
Gets or sets the user data to be contained by the field container.
(Inherited from SoFieldContainer.) |
Name | Description | |
---|---|---|
OnBegin | Event raised when the processing begins. | |
OnEnd | Event raised when processing ends and the result is available. | |
OnProgress | Event raised while processing is running. |
The OIV.ImageViz.Engines.EdgeDetection.EdgeMarking.SoTensorVotingProcessing2d engine strengthens an image local features according to their consistency with a model of smooth curves.
The computation will use a feature score image and an orientation vector image.
The voting field used assumes that the best connection between two points with one orientation imposes a circular arc that decays with the radius according to a Gaussian function. The voting field size is defined by the parameter "scale".
This voting field can be illustrated on the unit sphere:
The method is referenced by Franken and van Almsick publication E.Franken, M.van Almsick, P.Rongen, L.Florack, B.ter Haar Romeny, "An efficient method for tensor voting using steerable filters." Computer Vision - ECCV 2006. Springer, pp. 228-240, 2006.Different outputs can be computed by this filter and are selected with the "outputSelection" parameter. Only the outputs necessary to the application can be selected in order to minimize memory and computation time usage.
This filter can provide an output spectral image where each channel represents a tensor component set in the following order , , .
The saliency, ballness and orientation vector images can be extracted from this tensor image following:
Orientation:
Saliency:
Ballness:
The saliency can be interpreted as a measure for the orientation certainty or a measure of anisotropy of the ellipse in orientation given in outVectorImage.
The ballness can be interpreted as a measure for the orientation uncertainty or a measure of isotropy.
The orientation vector image defines the main orientation of the output tensor.
TensorVotingProcessing2d {
inFeatureImage | NULL |
inVectorImage | NULL |
scale | 5.0 |
outputSelection | SALIENCY |
Library references: TensorVoting2d