The module base class to apply kernels to an image. More...

#include <mlKernelBaseModule.h>

Inheritance diagram for ml::KernelBaseModule:

Public Member Functions
Access to kernel.
Kernel &	getKernel ()

const Kernel &	getConstKernel () const
	Method to access the kernel as constant object. See also `getKernel()`. More...

Public Member Functions inherited from ml::Module
MLMetaProfilePtr &	getMetaProfile () const
	Returns the meta profile for the base operator. More...

const char *	getTypeNameFast () const
	Macro to declare methods for the ML runtime type system (see mlRuntimeSubClass.h). More...

	Module (int numInputImages, int numOutputImages)
	Constructor: Initializes `numInputImages` input images and `numOutputImages` output images of the module. More...

	~Module () override
	Destructor: Destroys this module. More...

InputConnectorField *	getInputImageField (MLint i) const
	Returns the field representing input image `i`. `i` must be a valid index. More...

OutputConnectorField *	getOutputImageField (MLint i=0) const
	Returns field representing output image `i`. `i` must be a valid index. More...

MLint	getNumInputImages () const
	Returns number of input images of this module. More...

MLint	getNumOutputImages () const
	Returns number of output images of this module. More...

PagedImage *	getOutputImage (MLint outputIndex=0) const
	Returns output image `outputIndex`. The index needs to be in the range [0, getNumOutputImages()-1]. More...

InputConnectorField *	addInputImage (const char *name=nullptr)
	Adds a new input image with `name` to the module. More...

OutputConnectorField *	addOutputImage (const char *name=nullptr)
	Adds a new output image with `name` to the module. More...

PagedImage *	getInputImage (MLint inputIndex, bool getReal=false) const
	Returns the output image of the module connected to input `inputIndex`. More...

PagedImage *	getUpdatedInputImage (MLint inputIndex, bool getReal=false) const
	Convenience method for safe access to the input image at index `inputIndex`. More...

MLErrorCode	processAllPages (int outputIndex=-1, SubImageBox region=SubImageBox(), MLRequestProgressCB progressCallback=nullptr, void progressCallbackUserData=nullptr)
	Processes all pages of a module for easy implementation of page-based image processing of complete images. More...

MLErrorCode	processAllPages (ProcessAllPagesHandler &handler, SubImageBox region=SubImageBox(), MLRequestProgressCB progressCallback=nullptr, void progressCallbackUserData=nullptr)
	Process input images with a ProcessAllPagesHandler `handler` on a temporary output image (which allocates no data) For details, see processAllPages(-1) above. More...

MLErrorCode	processMissingPages (int outputIndex=0, SubImageBox region=SubImageBox(), MLRequestProgressCB progressCallback=nullptr, void progressCallbackUserData=nullptr)
	Processes all missing pages on the given output image. More...

void	clearOutputImage (MLint i=0)
	Clear cached output image pages of output image `i`. More...

InputConnectorField *	addInputConnector (const char name, Module module, MLint i) override

OutputConnectorField *	addOutputConnector (const char name, Module module, MLint i) override

MLint	getOutputImageInplace (MLint outputIndex=0) const
	Return optimization flag: Return index of input image whose input tile is used also as output page for output `outputIndex` in calculateOutputSubImage() (instead of allocating its own memory). More...

MLint	getBypass (MLint outputIndex=0) const
	Returns the currently bypass index or -1 if bypassing is disabled (default). More...

THREAD_SUPPORT	getThreadSupport () const
	Returns the multithreading mode supported by this module, default is NO_THREAD_SUPPORT. More...

bool	areRecursiveHandleNotificationsPermitted () const
	Returns if recursive entries in handleNotification are permitted. More...

MLint	getHandleNotificationEntryCounter () const
	A counter returning the current number of (recursive re)entries in handleNotification. More...

PERMITTED_TYPES	getVoxelDataTypeSupport () const
	Returns the current state of supported voxel data types. More...

bool	isSupportedVoxelDataType (MLDataType dt) const
	Check if a given data type is supported on the module as configured with setVoxelDataTypeSupport. More...

virtual INPUT_HANDLE	handleInput (int, INPUT_STATE) const
	This method may be reimplemented to enable support for invalid input images on the module. More...

INPUT_STATE	getInputState (MLint index)
	Returns the current state of the input connection. More...

INPUT_STATE	getUpdatedInputState (MLint index)
	Returns the updated state of the input image by calling updateImageProperties(index) and returning getInputState(index) afterwards. More...

bool	isInputImageField (Field *field) const
	Returns if the given field is an input image field. This can be used in handleNotification(), to check if one of the input images has changed. More...

void	touchOutputImageFields () const
	Touch all output image fields to indicate that the images have changed. More...

FieldContainer *	getFieldContainer ()
	Returns a pointer to the container of all the module's fields. More...

const FieldContainer *	getFieldContainer () const
	Returns a constant pointer to the container of all the module's fields. More...

virtual void	beginSaveFields ()
	Called before all fields data contents of this modules are saved. More...

virtual void	endSaveFields ()
	Called after saving all field contents of this module. More...

Public Member Functions inherited from ml::FieldContainer
	FieldContainer ()
	Constructor. More...

	~FieldContainer () override
	Destructor: Deletes all added fields. More...

std::string	whoAmI (bool withInstanceName=true) const
	Returns type and instance name of format "ClassTypeName(instanceName)" if the instance name is not empty and `withInstanceName` is true. More...

Field *	addField (const char name, const char type, const char *value)
	Adds a new field with name `name`, type `type` and value `value` (coded as string) to the container. More...

Field *	addField (Field *field)
	Adds a `field`, the ownership of the field is passed to the FieldContainer. More...

BoolField *	addBool (const char *name)
	Creates a BoolField with `name` and adds it to the container. Default value is false. More...

BoolField *	addBool (const char *name, bool value)
	Creates a BoolField with `name` and adds it to the container. More...

IntField *	addInt (const char *name)
	Creates an IntField with `name` and adds it to the container. Default value is 0. More...

IntField *	addInt (const char *name, MLint value)
	Creates an IntField with `name` and adds it to the container. More...

EnumField *	addEnum (const char name, const char const *enumerationItemNames, MLint numEnumerationItems)
	Creates an EnumField field with `name` and adds it to the container. More...

EnumField *	addEnum (const char *name, const std::vector< std::string > &enumerationItemNames)
	Creates an EnumField field with `name` and adds it to the container. More...

template<typename EnumType >
TypedEnumField< EnumType > *	addEnum (const char *name, const EnumValues< EnumType > &values, EnumType initialValue)
	Creates a TypedEnumField field with `name` and adds it to the container. More...

FloatField *	addFloat (const char *name)
	Creates a FloatField with `name` and adds it to the container. Default value is 0.f. More...

FloatField *	addFloat (const char *name, float value)
	Creates a FloatField with `name` and adds it to the container. More...

ProgressField *	addProgress (const char *name)
	Creates a float ProgressField with `name` and adds it to the container. Default value is 0.f. More...

ProgressField *	addProgress (const char *name, float value)
	Creates a float ProgressField with `name` and adds it to the container. More...

DoubleField *	addDouble (const char *name)
	Creates a DoubleField with `name` and adds it to the container. Default value is 0. More...

DoubleField *	addDouble (const char *name, double value)
	Creates a DoubleField with `name` and adds it to the container. More...

StringField *	addString (const char *name)
	Creates a StringField with `name` and adds it to the container. Default value is empty string. More...

StringField *	addString (const char *name, const std::string &value)
	Creates a StringField with `name` and adds it to the container. More...

NotifyField *	addNotify (const char *name)
	Creates a NotifyField field with `name` and adds it to the container. More...

TriggerField *	addTrigger (const char *name)
	Creates a TriggerField field with `name` and adds it to the container. More...

BaseField *	addBase (const char *name)
	Creates a Base field with `name` and adds it to the container. Default value is NULL. More...

BaseField *	addBase (const char name, Base value)
	Creates a Base field with `name` and adds it to the container. More...

BaseField *	addBase (const char *name, const RefCountedBasePtr &value)
	Creates a Base field with `name` and adds it to the container. Sets the value from intrusive pointer. More...

template<typename T >
BaseField *	addBaseWithAllowedType (const char name, T value=nullptr)
	As above, but also sets the allowed type of the field. More...

template<typename T >
BaseField *	addBaseWithAllowedType (const char *name, const ::boost::intrusive_ptr< T > &value)
	As above, but also sets the allowed type of the field. More...

template<typename T >
TypedBaseField< T > *	addTypedBase (const char *name)
	Creates a TypedBaseField with `name` and adds it to the container. Default value is NULL. More...

template<typename T >
TypedBaseField< T > *	addTypedBase (const char name, T value)
	Creates a TypedBaseField with `name` and adds it to the container. More...

template<typename T >
TypedBaseField< T > *	addTypedBase (const char *name, const ::boost::intrusive_ptr< T > &value)
	Creates a TypedBaseField with `name` and adds it to the container. Sets the value from intrusive pointer. More...

SoNodeField *	addSoNode (const char *name)
	Creates a SoNodeField with `name` and adds it to the container. Default value is NULL. More...

SoNodeField *	addSoNode (const char name, SoNode value)
	Creates a SoNodeField with `name` and adds it to the container. More...

PointerField *	addPointer (const char *name)
	Creates a PointerField with `name` and adds it to the container. More...

Vector2Field *	addVector2 (const char *name)
	Creates a Vector2Field with `name` and adds it to the container. More...

Vector2Field *	addVector2 (const char *name, const Vector2 &value)
	Creates a Vector2Field with `name` and adds it to the container. More...

Vector2Field *	addVector2 (const char *name, double x, double y)
	Creates a Vector2Field with `name` and adds it to the container. More...

Vector3Field *	addVector3 (const char *name)
	Creates a Vector3Field with `name` and adds it to the container. More...

Vector3Field *	addVector3 (const char *name, const Vector3 &value)
	Creates a Vector3Field with `name` and adds it to the container. More...

Vector3Field *	addVector3 (const char *name, double x, double y, double z)
	Creates a Vector3Field with `name` and adds it to the container. More...

Vector4Field *	addVector4 (const char *name)
	Creates a Vector4Field with `name` and adds it to the container. More...

Vector4Field *	addVector4 (const char *name, const Vector4 &value)
	Creates a Vector4Field with `name` and adds it to the container. More...

Vector4Field *	addVector4 (const char *name, double x, double y, double z, double w)
	Creates a Vector4Field with `name` and adds it to the container. More...

Vector5Field *	addVector5 (const char *name)
	Creates a Vector5Field with `name` and adds it to the container. More...

Vector5Field *	addVector5 (const char *name, const Vector5 &value)
	Creates a Vector5Field with `name` and adds it to the container. More...

Vector6Field *	addVector6 (const char *name)
	Creates a Vector6Field with `name` and adds it to the container. More...

Vector6Field *	addVector6 (const char *name, const Vector6 &value)
	Creates a Vector6Field with `name` and adds it to the container. More...

Vector10Field *	addVector10 (const char *name)
	Creates a Vector10Field with `name` and adds it to the container. More...

Vector10Field *	addVector10 (const char *name, const Vector10 &value)
	Creates a Vector10Field with `name` and adds it to the container. More...

ImageVectorField *	addImageVector (const char *name)
	Creates a ImageVectorField with `name` and adds it to the container. More...

ImageVectorField *	addImageVector (const char *name, const ImageVector &value)
	Creates a ImageVectorField with `name` and adds it to the container. More...

ImageVectorField *	addImageVector (const char *name, MLint x, MLint y, MLint z, MLint c, MLint t, MLint u)
	Creates a ImageVectorField with `name` and adds it to the container. More...

SubImageBoxField *	addSubImageBox (const char *name)
	Creates a SubImageBoxField with `name` and adds it to the container. More...

SubImageBoxField *	addSubImageBox (const char *name, const SubImageBox &value)
	Creates a SubImageBoxField with `name` and adds it to the container. More...

SubImageBoxdField *	addSubImageBoxd (const char *name)
	Creates a SubImageBoxd field with `name` and adds it to the container. More...

SubImageBoxdField *	addSubImageBoxd (const char *name, const SubImageBoxd &value)
	Creates a SubImageBoxd field with `name` and adds it to the container. More...

ColorField *	addColor (const char *name)
	Creates a ColorField with `name` and adds it to the container. More...

ColorField *	addColor (const char *name, float r, float g, float b)
	Creates a ColorField with `name` and adds it to the container. More...

ColorField *	addColor (const char *name, const Vector3 &value)
	Creates a ColorField with `name` and adds it to the container. More...

PlaneField *	addPlane (const char *name)
	Creates a PlaneField with `name` and adds it to the container. More...

PlaneField *	addPlane (const char *name, double f0, double f1, double f2, double f3)
	Creates a PlaneField with `name` and adds it to the container. More...

PlaneField *	addPlane (const char *name, const Plane &value)
	Creates a PlaneField with `name` and adds it to the container. More...

RotationField *	addRotation (const char *name)
	Creates a RotationField with `name` and adds it to the container. More...

RotationField *	addRotation (const char *name, const Rotation &value)
	Creates a RotationField with `name` and adds it to the container. More...

Matrix2Field *	addMatrix2 (const char *name)
	Creates a Matrix2Field with `name` and adds it to the container. More...

Matrix2Field *	addMatrix2 (const char *name, const Matrix2 &value)
	Creates a Matrix2Field with `name` and adds it to the container. More...

Matrix3Field *	addMatrix3 (const char *name)
	Creates a Matrix3Field with `name` and adds it to the container. More...

Matrix3Field *	addMatrix3 (const char *name, const Matrix3 &value)
	Creates a Matrix3Field with `name` and adds it to the container. More...

Matrix4Field *	addMatrix4 (const char *name)
	Creates a Matrix4Field with `name` and adds it to the container. More...

Matrix4Field *	addMatrix4 (const char *name, const Matrix4 &value)
	Creates a Matrix4Field with `name` and adds it to the container. More...

Matrix5Field *	addMatrix5 (const char *name)
	Creates a Matrix5Field with `name` and adds it to the container. More...

Matrix5Field *	addMatrix5 (const char *name, const Matrix5 &value)
	Creates a Matrix5Field with `name` and adds it to the container. More...

Matrix6Field *	addMatrix6 (const char *name)
	Creates a Matrix6Field with `name` and adds it to the container. More...

Matrix6Field *	addMatrix6 (const char *name, const Matrix6 &value)
	Creates a Matrix6Field with `name` and adds it to the container. More...

MatrixField *	addMatrix (const char *name)
	Creates a MatrixField with `name` and adds it to the container. More...

MatrixField *	addMatrix (const char *name, const Matrix4 &value)
	Creates a MatrixField with `name` and adds it to the container. More...

MLDataTypeField *	addMLDataType (const char *name)
	Creates a MTDataTypeField with `name` and adds it to the container. More...

MLDataTypeField *	addMLDataType (const char *name, MLDataType value)
	Creates a MTDataTypeField with `name` and adds it to the container. More...

UniversalTypeField *	addUniversalType (const char *name)
	Creates an UniversalTypeField field with `name` and adds it to the container. More...

IntListField *	addIntList (const char *name)
	Creates an IntListField field with `name` and empty list value and adds it to the container. More...

IntListField *	addIntList (const char *name, const std::vector< MLint > &value)
	Creates an IntListField field with `name` and given list value and adds it to the container. More...

DoubleListField *	addDoubleList (const char *name)
	Creates an DoubleListField field with `name` and empty list value and adds it to the container. More...

DoubleListField *	addDoubleList (const char *name, const std::vector< double > &value)
	Creates an DoubleListField field with `name` and given list value and adds it to the container. More...

Vector2ListField *	addVector2List (const char *name)
	Creates an Vector2ListField field with `name` and empty list value and adds it to the container. More...

Vector2ListField *	addVector2List (const char *name, const std::vector< Vector2 > &value)
	Creates an Vector2ListField field with `name` and given list value and adds it to the container. More...

Vector3ListField *	addVector3List (const char *name)
	Creates an Vector3ListField field with `name` and empty list value and adds it to the container. More...

Vector3ListField *	addVector3List (const char *name, const std::vector< Vector3 > &value)
	Creates an Vector3ListField field with `name` and given list value and adds it to the container. More...

Vector4ListField *	addVector4List (const char *name)
	Creates an Vector4ListField field with `name` and empty list value and adds it to the container. More...

Vector4ListField *	addVector4List (const char *name, const std::vector< Vector4 > &value)
	Creates an Vector4ListField field with `name` and given list value and adds it to the container. More...

size_t	getNumFields () const
	Returns the number of added fields. More...

bool	hasField (const std::string &name) const
	Returns true if the field with name `name` exists; otherwise false is returned. More...

Field *	getField (const std::string &name) const
	Returns the pointer to the field with name `name`. More...

Field *	getField (MLint index) const
	Returns pointer of field at `index` if it exists. If not, -1 is returned. More...

MLint	getFieldIndex (Field *field) const
	Returns index of `field` if it exists. If not, -1 is returned. More...

void	setFieldStringValue (const std::string &name, const std::string &value)
	Sets the `value` of the field with `name` if it exists. More...

std::string	getFieldStringValue (const std::string &name) const
	Returns the string value of the field with `name` if it is found. More...

virtual void	activateAttachments ()
	Reactivates notification handling, i.e., all fields of this module will send notifications again to attached sensors and fields if their value is set or changed. More...

virtual void	deactivateAttachments ()
	Disables notification handling, i.e., all fields of this module will not send notifications to attached sensors and fields any more if their values are set or changed. More...

Public Member Functions inherited from ml::Base
	Base ()
	Constructor. More...

virtual	~Base ()
	Destructor. More...

virtual Base *	deepCopy () const
	Set addStateToTree version number that can be accessed via getAddStateVersion() More...

bool	isOfAllowedType (const std::vector< const RuntimeType * > &types) const
	Check if this object's type is equal to or derived from one of the types given in the argument. More...

virtual bool	isRefCountedBase () const
	Returns if the instance is derived from RefCountedBase. More...

virtual std::string	detailString () const
	Return a string describing this object. More...

virtual bool	implementsPersistence (PersistenceInterface) const
	Override this method to declare which persistence interfaces are implemented by your derived class. More...

virtual std::string	persistentState () const
	Returns a string describing the object's internal state. More...

virtual void	setPersistentState (const std::string &state)
	Restores the object's internal state from a string that had been previously generated using `persistentState()`. More...

virtual void	addStateToTree (TreeNode *) const
	Attaches the object state as children of the given parent node. More...

virtual void	readStateFromTree (TreeNode *)
	Reads the object state from the children of the given parent node. More...

virtual void	writeTo (AbstractPersistenceOutputStream *) const
	Write the objects state to the data stream object. More...

virtual void	readFrom (AbstractPersistenceInputStream *, int)
	Read the objects state from the data stream object. More...

Protected Member Functions
	KernelBaseModule (int inputNum=1, int outputNum=1)
	Constructor. More...

virtual void	_setCorrectCorrelationMinMax (bool imageIntervalUsed=false, MLdouble intervalMin=0, MLdouble intervalMax=0, MLint inIdx=0, MLint outIdx=0)
	This method calculates and sets the possible min/max values for output image outIdx if a correlation or convolution filtering is assumed on input inIdx. More...

virtual ImageVector	_getCalculatedReferenceInputExt () const
	Return the reference extent of input image dependent on the current value of _referenceExtentFld. More...

virtual void	_calcKernelPage (SubImage outSubImg, int outIndex, SubImage inSubImgs, int numInSubImgs, MLsoffset *indexTab, size_t indexTabSize, MLsoffset srcVoxelOffset, size_t loopIdx, size_t iteration, const ImageVector &ov1, const ImageVector &ov2, const ImageVector &pOf, size_t numVox)=0
	This method is not intended to be overloaded directly, because it is subject to change. More...

Methods overloaded from \c Module.
Computes the output image properties for output `outIndex`. The world coordinates and the extents of the output image are corrected dependent on the border handling. In the case of multiple input images input image 0 provides the reference image extent. This function also updates min/max values of output images on border handling mode KernelTools::PAD_DST_FILL values. Note that KernelTools::PAD_SRC_FILL has to be handled by derived classes.
void	calculateOutputImageProperties (int outputIndex, PagedImage *outputImage) override
	Set properties of output image `outputImage` with output index `outputIndex`. More...

SubImageBox	calculateInputSubImageBox (int inIndex, const SubImageBox &outSubImgBox, int outIndex) override
	Calculates the region of the input image needed for the calculation of the output image region defined by `outSubImg` and output index `outIndex`. More...

virtual void	calcInSubImagePreparation (int outIndex, SubImage *inSubImgs)
	Does some preprocessing on input subimages if we have more than one. More...

virtual void	calcOutSubImagePostProcessing (SubImage outSubImg, int outIndex, SubImage inSubImgs)
	Called to postProcess the output image `outSubImg` with the index `outIndex` from the input subimage `inSubImgs`. More...

virtual SubImageBox	calculateAreaToBeCalculated (const SubImageBox &areaToBeCalculated, const SubImageBox &outSubImageBox)
	Function called after the Kernel Framework calculated which box needs to be calculated for the current outImage. More...

virtual ImageVector	calculateOutInCoordShift (const ImageVector shift, const SubImageBox &outSubImageBox)
	Function called after the Kernel Framework calculated the shift vector between input and output. More...

virtual SubImageBox	calculateValidDestArea (const SubImageBox &validDestArea, const SubImageBox &outSubImageBox)
	Function called after the Kernel Framework calculated the valid area in the global destination image. More...

virtual void	_connectToAllOutputs (Field *field)
	Helper function to connect a field `field` to all output fields. More...

Protected Member Functions inherited from ml::Module
void	handleNotificationInternal (Field *field, FieldSensor::Strength strength) override
	Called from FieldContainer whenever a field changes. More...

virtual void	provideCustomPage (int, const SubImageBox &, MLMemoryBlockHandle &)
	This method allows a Module to provide its own pages to the Host for the `outputIndex` output image. More...

void	handleNotificationOff ()
	Decreases lock counter for handleNotification calls. More...

void	handleNotificationOn ()
	Increases lock counter for handleNotification calls. More...

bool	isHandleNotificationOn ()
	Returns true if handleNotification calls are permitted, otherwise false. More...

void	setOutputImageInplace (MLint outputIndex=0, MLint inputIndex=0)
	Set optimization flag: If calculating a page in calculateOutputSubImage(), the output image page of output `outputIndex` shall use the same memory as the input page of input `inputIndex`. More...

void	unsetOutputImageInplace (MLint outputIndex=0)
	Clear optimization flag: output page of output at `outputIndex` and input tile shall use different memory buffers in calculateOutputSubImage(). More...

void	setBypass (MLint outputIndex=0, MLint inputIndex=0)
	Sets the input image whose pages can also be used instead of output pages for the output image at `outputIndex` to avoid recalculations. More...

void	setClampPagesToImageExtent (bool flag=true)
	Enables/disables page clamping on all output images. More...

void	setThreadSupport (THREAD_SUPPORT supportMode)
	Pass any THREAD_SUPPORT `supportMode` to decide whether and what type of multithreading is supported by this module. More...

void	permitRecursiveHandleNotifications (bool enable)
	If this flag is set to `enable` =true, recursive entries in handleNotification are permitted. More...

void	setVoxelDataTypeSupport (PERMITTED_TYPES permTypes)
	Specifies which types this module supports. More...

virtual void	handleNotification (Field *)
	Called when any field data in the field container of this module is modified. More...

virtual void	calculateOutputSubImage (SubImage outputSubImage, int outputIndex, SubImage inputSubImages)
	Calculate page `outputSubImage` of output image with index `outputIndex` given the input image tiles in array `inputSubImages`. More...

Protected Member Functions inherited from ml::Base
virtual char *	getPersistentState () const
	Returns a C string describing the object's internal state. More...

virtual void	setPersistentState (const char *)
	Restores the object's internal state from a string that had been previously generated using `getPersistentState()`. More...

virtual void	clearPersistentState (char *) const
	Disposes a string previously allocated by `getPersistentState()`. More...

Friends
class	KernelBaseOpCalculateOutputImageHandler

Standard control fields for all kernel modules.
enum	InputImageRefExtent { Overlap = 0 , Input0_ExtWithoutFill , Input0_ExtWithFill , MaxExtentsWithoutFill , MaxExtentsWithFill , NumImageRefExtents }
	Enumerator specifying the calculation mode for the extent of the reference extent of the input image. More...

EnumField *	getBorderHandlingFld () const

DoubleField *	getFillValueFld () const
	The field value is value written in input or output image borders where a border handling requires filling with a fill value. More...

EnumField &	getReferenceExtentModeFld () const
	Returns how the reference extent for input images is calculated; valid values are InputImageRefExtent (except of NumImageRefExtents) and default is Overlap. More...

Additional Inherited Members
Public Types inherited from ml::Module
enum	PERMITTED_TYPES { ONLY_SCALAR_TYPES , ONLY_DEFAULT_TYPES , ALL_REGISTERED_TYPES , ONLY_STANDARD_TYPES = ONLY_SCALAR_TYPES , FULLY_OPERATIONAL = ONLY_DEFAULT_TYPES , MINIMUM_OPERATIONAL = ALL_REGISTERED_TYPES }
	See documentation of setVoxelDataTypeSupport. More...

enum	INPUT_STATE { DISCONNECTED = 0 , CONNECTED_BUT_INVALID = 1 , CONNECTED_AND_VALID = 2 , CONNECTED_BUT_NEEDS_UPDATE = 3 }
	See documentation of handleInput. More...

enum	INPUT_HANDLE { INVALIDATE = 0 , ALLOW_INVALID_INPUT = 2 }
	See documentation of handleInput. More...

Public Types inherited from ml::Base
enum	PersistenceInterface { PersistenceByString , PersistenceByTreeNode , PersistenceByStream }
	This enum describes the different persistence interfaces available. More...

Static Public Member Functions inherited from ml::Module
static MLErrorCode	getTile (PagedImage image, SubImageBox loc, MLDataType datatype, void data, const ScaleShiftData &scaleShiftData=ScaleShiftData(), MLRequestProgressCB progressCallback=nullptr, void *progressCallbackUserData=nullptr)
	For documentation see Host::getTile() function with same signature. More...

static MLErrorCode	getTile (PagedImage image, SubImage &subimg, const ScaleShiftData &scaleShiftData=ScaleShiftData(), MLRequestProgressCB progressCallback=nullptr, void *progressCallbackUserData=nullptr)
	For documentation see Host::getTile() function with same signature and Module passed as reference. More...

static MLErrorCode	updateImageProperties (PagedImage *image)
	For documentation see Host::updateImageProperties() function with same signature. More...

static void	freeTile (void *data)
	For documentation see Host::freeTile(). More...

static void	updateProgress (const char info1, const char info2)
	For documentation see Host::updateProgress(). More...

static bool	shouldTerminate ()
	For documentation see Host::shouldTerminate(). More...

static Field *	getPressedNotifyField ()
	For documentation see Host::getPressedNotifyField(). More...

static void	adaptPageExtent (ImageVector &pageExtent, MLDataType imageType, const ImageVector &newImgExtent, const ImageVector &oldImgExtent, const ImageVector &pageUnit=ImageVector(0), const ImageVector &minPageExtent=ImageVector(0), const ImageVector &maxPageExtent=ImageVector(0))
	Adapt page size. More...

static std::string	getVoxelValueAsString (PagedImage image, const ImageVector &position, MLErrorCode errorCode=nullptr, const std::string &errorResult="")
	Returns the voxel value at position `position` of the image `image`. More...

static size_t	getNumModules ()
	Returns number of instantiated modules. More...

static Module *	getModule (size_t index)
	Returns pointer to instantiated module `index`. More...

static MLint	findModuleIndex (Module &module)
	Returns index of Module `module`. If not found -1 is returned. More...

static void	destroyModule ()
	Destroys static allocated tables to avoid memory leaks. More...

Protected Types inherited from ml::Module
enum	THREAD_SUPPORT { NO_THREAD_SUPPORT = PagedImage::NO_THREAD_SUPPORT , MULTITHREADED = PagedImage::MULTITHREADED , IO_THREAD = PagedImage::IO_THREAD , ML_CALCULATEOUTPUTSUBIMAGE_ON_STD_TYPES = PagedImage::MULTITHREADED , ML_CALCULATEOUTPUTSUBIMAGE_ON_ALL_TYPES = PagedImage::MULTITHREADED }
	Enumerator deciding whether and which type of multithreading is supported by this module. More...

Detailed Description

The module base class to apply kernels to an image.

Fields for border handling and fill value are automatically created. Macros are available for simple usage and implementation of the templated kernel algorithm, see mlKernelMacros.h, KernelModule, KernelTools and KernelExample for more information and examples.

This class also creates a border handling field and a fill value field by default and connects image input 0 with the output image 0.

Also have a look to the more elaborated class KernelModule which implements much convenience functionality. It is typically used to derive from.

In the following paragraphs you find documentation which describes how to implement a kernel operation.

Since the implementation has to be done for all data types the filtering code needs to be implemented as template and a dispatcher is needed which calls the correct templated versions of this method.

The template is typically implemented in a template function called calcRow().

The dispatcher should be implemented by using macros from the file mlKernelMacros.h. For the header file typically CALC_ROW_H() is used and for implementations typically CALC_ROW_CPP(). The default implementation is pure virtual, i.e. the KernelBaseModule cannot be instantiated.

Note that there are also a more elaborated versions of CALC_ROW_H() and CALC_ROW_CPP() which provide more parameters, CALC_ROW_H_EXT() and CALC_ROW_CPP_EXT().

They pass more parameters to the template function which therefore requires the implementation of the template function calcRow() with more parameters.

Some other macros, CALC_ROW_CPP_ANY(CLASS_NAME, KERNEL_SUPER_CLASS, SWITCH_SELECTION), CALC_ROW_CPP_ANY_SUBIMG(CLASS_NAME, KERNEL_SUPER_CLASS, SWITCH_SELECTION), CALC_ROW_CPP_SUBIMG(CLASS_NAME, KERNEL_SUPER_CLASS), and CALC_ROW_CPP_SUBIMG_EXT(CLASS_NAME, KERNEL_SUPER_CLASS) provide additional functionality to compile kernel filter for a subset of data types or with the subimages in which the voxel rows are filtered. They require additional parameters and/or other signatures of the template function calcRow().

Please use only the macros for dispatching this call to the template function of a derived class since calcRow() parameters are subject to change.

A derived class typically would implement a kernel algorithm as follows:

CALC_ROW_H() implements the header code for the dispatcher to call the right template function from. Use CALC_ROW_CPP() in the implementation file to implement the standard stuff there.

outCursor is a pointer to the output image voxel in which needs to be written the result value of the kernel operation.

inCursor is the pointer to the input image voxel covered by the origin of the kernel. Note that the kernel does not necessarily have an entry at that position. Anyway, it represents a pointer to the input image voxel under the kernel element (0,0,0,0,0,0).

// Moves write cursor forward.
++outCursor;
 
// Moves forward the kernel origin pointer.
++inCursor;

numVox is the number of voxels which needs to be filtered by calcRow(). Loop numVox times to filter the row and move the cursor of the input and the output subimage in that loop

srcVoxelOffset is the offset from the current cursor of the input subimage to get access to that voxel which corresponds to the voxel position written to the output image. So

*outCursor = inCursor[srcVoxOffset]

copies the input image to the output image without shifting. srcVoxelOffst can be considered as an offset to the kernel center. Note that the kernel does NOT necessarily have a valid entry there.

indexTabSize contains the number of elements in the kernel and is identical to getKernel().getTabSize(). The number of elements in getKernel().getCoordTab() and getKernel().getValueTab() are also identical.

indexTab contains a table of offsets from the current cursor of the input subimage (inCursor) to get access to the image voxels covered by kernel elements. So

inCursor[indexTab[3]]

is the input image voxel covered by the third kernel element.

If you use the macros CALC_ROW_H_EXT() and CALC_ROW_CPP_EXT() then you also get the following parameters:

outIndex specifying the index of the output image from which the row shall be processed.

separationPass specifying the index of the processing pass of the buffer if a separable kernel filtering is applied.

The following stuff is needed to be implement as a kernel operation:

In the header file:

CALC_ROW_H();
template <typename DATATYPE>
  void calcRow(MLsoffset    *indexTab,
               size_t       indexTabSize,
               MLsoffset    srcVoxelOffset,
               size_t       numVox,
               DATATYPE     *inCursor,
               DATATYPE     *outCursor,
               const ImageVector &rowStart);

The following code implements a standard correlation of the input image with an arbitrary kernel in the .cpp file:

template <typename DATATYPE>
void ClassName::calcRow(MLsoffset    *indexTab,
                        size_t       indexTabSize,
                        MLsoffset    srcVoxelOffset,
                        size_t       numVox,
                        DATATYPE     *inCursor,
                        DATATYPE     *outCursor,
                        const ImageVector &rowStart)
{
  // Get fast pointer to tables of kernel values.
  const KernelDataType *valTab = getKernel().getValueTab();
 
  // Scan entire voxel line to be filtered.
  for (long i=0; i < numVox; i++){
    // Sum up the products of the kernel element values and the input image voxels
    // found in the input page covered by the kernel elements. Input image voxels
    // are found by offsetting the input image cursor with the indexes from \c indexTab.
 
    // Loop over all kernel elements and the input voxels covered by them.
    DATATYPE retVal = 0;
    for (size_t c=0; c < indexTabSize; ++c){
      retVal += inCursor[indexTab[c]] * valTab[c];
    }
 
    // Write result into output subimage.
    *outCursor = retVal;
 
    // Move read and write cursor forward.
    ++outCursor;
    ++inCursor;
  } // for
} // calcRow

You can also use the KernelTools class to do the same stuff:

template <typename DATATYPE>
void ClassName::calcRow(MLsoffset    *indexTab,
                        size_t       indexTabSize,
                        MLsoffset    srcVoxelOffset,
                        size_t       numVox,
                        DATATYPE     *inCursor,
                        DATATYPE     *outCursor,
                        const ImageVector &/*rowStart*/)
{
  KernelTools::correlateLine
    (inCursor, outCursor, numVox, getKernel().getValueTab(), indexTab, indexTabSize);
}

For related code and more information see mlKernelExample.h, mlKernel.h, mlKernelBaseModule.h, mlKernelModule.h, mlKernelEditor.h, mlRankFilter.h, mlExtConvolutionFilter.h, mlKernelMacros, mlKernelTools.h and mlConvolutionFilter.h.

Definition at line 227 of file mlKernelBaseModule.h.

Member Enumeration Documentation

◆ InputImageRefExtent

enum ml::KernelBaseModule::InputImageRefExtent

Enumerator specifying the calculation mode for the extent of the reference extent of the input image.

Enumerator
Overlap	Smallest component wise extent of all inputs (Overlap).
Input0_ExtWithoutFill	Input 0 defines the reference extent of the input image, leaving undefined input areas undefined.
Input0_ExtWithFill	Input 0 defines the reference extent of the input image, filling undefined input areas with fill value.
MaxExtentsWithoutFill	Maximum component wise extent of all inputs, leaving undefined input areas undefined.
MaxExtentsWithFill	Maximum component wise extent of all inputs, filling undefined input areas with fill value.
NumImageRefExtents	Number of modes to determine reference extent of input image, not to be used as mode.

Definition at line 270 of file mlKernelBaseModule.h.

Constructor & Destructor Documentation

◆ KernelBaseModule()

ml::KernelBaseModule::KernelBaseModule	(	int	inputNum = `1`,
		int	outputNum = `1`
	)

protected

Constructor.

Initializes the fields, the members and the field connections with the field container. Default configuration is with one input and one output if no arguments are passed. The constructor is protected to avoid direct instantiations of this module.

Member Function Documentation

◆ _calcKernelPage()

virtual void ml::KernelBaseModule::_calcKernelPage	(	SubImage *	outSubImg,
		int	outIndex,
		SubImage *	inSubImgs,
		int	numInSubImgs,
		MLsoffset *	indexTab,
		size_t	indexTabSize,
		MLsoffset	srcVoxelOffset,
		size_t	loopIdx,
		size_t	iteration,
		const ImageVector &	ov1,
		const ImageVector &	ov2,
		const ImageVector &	pOf,
		size_t	numVox
	)

protectedpure virtual

This method is not intended to be overloaded directly, because it is subject to change.

It will be overloaded by CALC_ROW macros. number of voxels in row to be processed.

Parameters

outSubImg	output subimage to be written
outIndex	index of output subimage
inSubImgs	array of input subimages
numInSubImgs	number of input subimages
indexTab	offset table to input cursor
indexTabSize	number of offsets in indexTab
srcVoxelOffset	offset to input cursor to corresponding input voxel for output voxel
loopIdx	current pass of separable filtering
iteration	current pass of iterative filtering
ov1	first corner voxel of output area to be written.
ov2	second corner voxel of output area to be written.
pOf	coordinate shift between input kernel origin and written output voxel

◆ _connectToAllOutputs()

virtual void ml::KernelBaseModule::_connectToAllOutputs ( Field * field )

protectedvirtual

Helper function to connect a field field to all output fields.

NULL field pointers are legal and will be ignored.

◆ _getCalculatedReferenceInputExt()

virtual ImageVector ml::KernelBaseModule::_getCalculatedReferenceInputExt ( ) const

protectedvirtual

Return the reference extent of input image dependent on the current value of _referenceExtentFld.

◆ _setCorrectCorrelationMinMax()

virtual void ml::KernelBaseModule::_setCorrectCorrelationMinMax	(	bool	imageIntervalUsed = `false`,
		MLdouble	intervalMin = `0`,
		MLdouble	intervalMax = `0`,
		MLint	inIdx = `0`,
		MLint	outIdx = `0`
	)

protectedvirtual

This method calculates and sets the possible min/max values for output image outIdx if a correlation or convolution filtering is assumed on input inIdx.

Often also an interval is used to limit filtering. The interval [intervalMin, intervalMax] can be used to specify voxel values which includes the voxels values to be filtered or excludes them if intervalMin is smaller than intervalMax, i.e. which remain unchanged by the filtering process. If imageIntervalUsed is passed as true then image interval and normal min/max values from input image are included for the case that voxels are simply copied and not filtered. Also exclusive intervals with intervalMax < intervalMin are considered correctly. If the getFillValueFld() value is outside the incoming min/max values and border handling is KernelTools::PAD_SRC_FILL then it will be included in the calculation of the new min/max values. Note that intervalMin and intervalMax only need to contain correct values if imageIntervalUsed is true; otherwise they're ignored. Only to be called in calculateOutputImageProperties()!

◆ calcInSubImagePreparation()

virtual void ml::KernelBaseModule::calcInSubImagePreparation	(	int	outIndex,
		SubImage *	inSubImgs
	)

protectedvirtual

Does some preprocessing on input subimages if we have more than one.

In modes Input0_ExtWithFill and MaxExtentsWithFill in _referenceExtentFld we might have undefined regions in input subimages which we fill with the fill value. Normally it is automatically called by CALC_ROW macros. So "overloading by hand" is typically not recommended.

◆ calcOutSubImagePostProcessing()

virtual void ml::KernelBaseModule::calcOutSubImagePostProcessing	(	SubImage *	outSubImg,
		int	outIndex,
		SubImage *	inSubImgs
	)

protectedvirtual

Called to postProcess the output image outSubImg with the index outIndex from the input subimage inSubImgs.

Currently it does nothing. Normally it is automatically called by CALC_ROW macros. So "overloading by hand" is typically not recommended.

Reimplemented in ml::KernelModule.

◆ calculateAreaToBeCalculated()

virtual SubImageBox ml::KernelBaseModule::calculateAreaToBeCalculated	(	const SubImageBox &	areaToBeCalculated,
		const SubImageBox &	outSubImageBox
	)

protectedvirtual

Function called after the Kernel Framework calculated which box needs to be calculated for the current outImage.

This must be overridden in case the input and output images do not have the same dimensions when calculateInputSubImageBox is overridden.

◆ calculateInputSubImageBox()

SubImageBox ml::KernelBaseModule::calculateInputSubImageBox	(	int	inIndex,
		const SubImageBox &	outSubImgBox,
		int	outIndex
	)

overrideprotectedvirtual

Calculates the region of the input image needed for the calculation of the output image region defined by outSubImg and output index outIndex.

The border handling is considered correctly in the calculation of the box of the input subimage.

Reimplemented from ml::Module.

◆ calculateOutInCoordShift()

virtual ImageVector ml::KernelBaseModule::calculateOutInCoordShift	(	const ImageVector	shift,
		const SubImageBox &	outSubImageBox
	)

protectedvirtual

Function called after the Kernel Framework calculated the shift vector between input and output.

This must be overridden in case the input and output images do not have the same dimensions when calculateInputSubImageBox is overridden.

◆ calculateOutputImageProperties()

void ml::KernelBaseModule::calculateOutputImageProperties	(	int	outputIndex,
		PagedImage *
	)

overrideprotectedvirtual

Set properties of output image outputImage with output index outputIndex.

With getInputImage(inputIndex) the input images can be accessed to calculate output image properties. By default, the properties of input image are copied to output image and all input sub images are requested with the datatype of the outputImage. If you want to request input sub images of a different type as your output image, you can use the PagedImage::setInSubImageDataType() to specify those types. See PagedImage for details on the properties you can set for input sub images. In case of a processAllPages(-1) call, the outputIndex will be -1 and outImage will be a temporary output image whose properties can be set. To invalidate the output image, do:

outputImage->setInvalid();

return;

Reimplemented from ml::Module.

Reimplemented in ml::ZeroCrossingsFilter, ml::SurroundFilter, ml::StdDeviationFilter, ml::Sobel3DFilter, ml::SigmaFilter, ml::RobertsFilter, ml::RankFilter, ml::MorphologyFilter, ml::LoGFilter, ml::LocalMaximaFilter, ml::KernelModule, and ml::KernelCurvatureEstimationFilter.

◆ calculateValidDestArea()

virtual SubImageBox ml::KernelBaseModule::calculateValidDestArea	(	const SubImageBox &	validDestArea,
		const SubImageBox &	outSubImageBox
	)

protectedvirtual

Function called after the Kernel Framework calculated the valid area in the global destination image.

This must be overridden in case the input and output images do not have the same dimensions when calculateInputSubImageBox is overridden.

◆ getBorderHandlingFld()

EnumField* ml::KernelBaseModule::getBorderHandlingFld ( ) const

inline

Definition at line 256 of file mlKernelBaseModule.h.

◆ getConstKernel()

const Kernel& ml::KernelBaseModule::getConstKernel ( ) const

inline

Method to access the kernel as constant object. See also getKernel().

Definition at line 247 of file mlKernelBaseModule.h.

◆ getFillValueFld()

DoubleField* ml::KernelBaseModule::getFillValueFld ( ) const

inline

The field value is value written in input or output image borders where a border handling requires filling with a fill value.

Default field value is 0.

Definition at line 261 of file mlKernelBaseModule.h.

◆ getKernel()

Kernel& ml::KernelBaseModule::getKernel ( )

inline

Definition at line 244 of file mlKernelBaseModule.h.

◆ getReferenceExtentModeFld()

EnumField& ml::KernelBaseModule::getReferenceExtentModeFld ( ) const

inline

Returns how the reference extent for input images is calculated; valid values are InputImageRefExtent (except of NumImageRefExtents) and default is Overlap.

Definition at line 298 of file mlKernelBaseModule.h.

Friends And Related Function Documentation

◆ KernelBaseOpCalculateOutputImageHandler

friend class KernelBaseOpCalculateOutputImageHandler

friend

Definition at line 229 of file mlKernelBaseModule.h.

The documentation for this class was generated from the following file:

MeVisLab/Standard/Sources/ML/MLKernel/mlKernelBaseModule.h

Public Member Functions

Protected Member Functions

Friends

Standard control fields for all kernel modules.

Additional Inherited Members

Detailed Description

Member Enumeration Documentation

◆ InputImageRefExtent

Constructor & Destructor Documentation

◆ KernelBaseModule()

Member Function Documentation

◆ _calcKernelPage()

◆ _connectToAllOutputs()

◆ _getCalculatedReferenceInputExt()

◆ _setCorrectCorrelationMinMax()

◆ calcInSubImagePreparation()

◆ calcOutSubImagePostProcessing()

◆ calculateAreaToBeCalculated()

◆ calculateInputSubImageBox()

◆ calculateOutInCoordShift()

◆ calculateOutputImageProperties()

◆ calculateValidDestArea()

◆ getBorderHandlingFld()

◆ getConstKernel()

◆ getFillValueFld()

◆ getKernel()

◆ getReferenceExtentModeFld()

Friends And Related Function Documentation

◆ KernelBaseOpCalculateOutputImageHandler