ipsdk::imaproc::ml Namespace Reference

Namespace aggregating machine learning operations on images. More...

Classes
struct	AutomaticPixelClassificationRFResult
	Structure allowing to encaspulate output image and output parameters computed by the pixel classification Random Forest algorithm (2d and 3d) More...
class	IPSDKIPLMachineLearningException
	Exception class for library IPSDKIPLMachineLearning. More...
class	PixelClassificationRFImgLvl1
	Level 1 algorithm: Compute Random Forest pixel classification. More...
struct	PixelClassificationRFResult

Enumerations
enum	eIPSDKIPLMachineLearningMessage {   eFeaturesComputationRFImgLvl1ToolTipId, ePixelClassificationRFRoiImgLvl1ToolTipId, ePixelClassificationRFRoiImgLvl2ToolTipId, ePixelClassificationRFRoiImgLvl3ToolTipId,   ePixelClassificationRFImgLvl1ToolTipId, eObsoleteEnumValue }
	Enumerate describing messages. More...
enum	eOutputInitializerMessage { eNullInputAttribute }

Functions
IPSDKIPLMACHINELEARNING_API const std::string &	getIPSDKIPLMachineLearningLoggerName ()
	Recovery of logger name associated to library.
IPSDKIPLMACHINELEARNING_API log4cplus::Logger &	getIPSDKIPLMachineLearningLogger ()
	Recovery of logger associated to library.
IPSDKIPLMACHINELEARNING_API const ipsdk::LogMessageManager &	getIPSDKIPLMachineLearningLogMessageManager ()
	Recovery of message manager associated to library.
IPSDKIPLMACHINELEARNING_API CustomImageInfoPtr	outputSeqGreyReal (const ImageAttributeConstPtr &pInputAttribute, const boost::shared_ptr< const attr::InRandomForestModel > &pModel)
	function allowing to create a RF output image initializer
IPSDKIPLMACHINELEARNING_API CustomImageInfoPtr	outputBinaryLabel (const ImageAttributeConstPtr &pInputAttribute, const boost::shared_ptr< const attr::InRandomForestModel > &pModel)
	function allowing to create a RF output image initializer
IPSDKIPLMACHINELEARNING_API CustomImageInfoPtr	outputCustomSizeY (const ImageAttributeConstPtr &pInputAttribute, const ipUInt64 pSizeY)
	function allowing to create a RF output image initializer
IPSDKIPLMACHINELEARNING_API CustomImageInfoPtr	outputCustomSizeYBinaryLabel (const ImageAttributeConstPtr &pInputAttribute, const boost::shared_ptr< const attr::InRandomForestModel > &pModel, const ipUInt64 pSizeY)
	function allowing to create a RF output image initializer
IPSDKIPLMACHINELEARNING_API image::ImagePtr	pixelClassificationRFImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API void	pixelClassificationRFImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const image::ImagePtr &pOutBinLabImg)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API image::ImagePtr	pixelClassificationRFImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API void	pixelClassificationRFImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio, const image::ImagePtr &pOutBinLabImg)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API PixelClassificationRFResult	pixelClassificationRFWithProbabilitiesImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API void	pixelClassificationRFWithProbabilitiesImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const image::ImagePtr &pOutBinLabImg, const image::ImagePtr &pOutRealImg)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API PixelClassificationRFResult	pixelClassificationRFWithProbabilitiesImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API void	pixelClassificationRFWithProbabilitiesImg (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio, const image::ImagePtr &pOutBinLabImg, const image::ImagePtr &pOutRealImg)
	wrapper function for Compute Random Forest pixel classification More...
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const image::ImagePtr &pOutBinLabImg)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio, const image::ImagePtr &pOutBinLabImg)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFWithProbabilitiesImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFWithProbabilitiesImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const image::ImagePtr &pOutBinLabImg, const image::ImagePtr &pOutRealImg)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFWithProbabilitiesImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API boost::shared_ptr< PixelClassificationRFImgLvl1 >	pixelClassificationRFWithProbabilitiesImg_async (const image::ImageConstPtr &pInImg, const ipsdk::imaproc::attr::RandomForestModelConstPtr &pModel, const ipReal32 inOptMemoryRatio, const image::ImagePtr &pOutBinLabImg, const image::ImagePtr &pOutRealImg)
	asynchronous wrappers
IPSDKIPLMACHINELEARNING_API image::ImagePtr	getAsyncProcessorOutput (boost::shared_ptr< PixelClassificationRFImgLvl1 > pProcessor)
	function to retrieve the result of an asynchronous processor

Detailed Description

Namespace aggregating machine learning operations on images.

Enumeration Type Documentation

eIPSDKIPLMachineLearningMessage

enum ipsdk::imaproc::ml::eIPSDKIPLMachineLearningMessage

Enumerate describing messages.

Note

This enumerate is associated to a message map

See also

IPSDK_Message_Map

Enumerator
eFeaturesComputationRFImgLvl1ToolTipId	Level 1 algorithm: Compute Random Forest features.
ePixelClassificationRFRoiImgLvl1ToolTipId	Level 1 algorithm: Compute Random Forest ROI pixel classification.
ePixelClassificationRFRoiImgLvl2ToolTipId	Level 2 algorithm: Compute Random Forest ROI pixel classification.
ePixelClassificationRFRoiImgLvl3ToolTipId	Level 3 algorithm: Compute Random Forest ROI pixel classification.
ePixelClassificationRFImgLvl1ToolTipId	Level 1 algorithm: Compute Random Forest pixel classification.
eObsoleteEnumValue	enumerate value s is obsolete, please use s instead

eOutputInitializerMessage

enum ipsdk::imaproc::ml::eOutputInitializerMessage

Enumerator
eNullInputAttribute	Input attribute should not be null.