InferoTemporalHmax Class Reference

Inferotemporal interface using HMAX with feature learning. More...

#include <Neuro/InferoTemporalHmax.H>

Inheritance diagram for InferoTemporalHmax:

[legend]

Collaboration diagram for InferoTemporalHmax:

[legend]

List of all members.

Public Member Functions
	InferoTemporalHmax (OptionManager &mgr, const std::string &descrName="Infero Temporal HMAX", const std::string &tagName="InferoTemporalHmax")
	Constructor.
virtual std::vector< float >	calculateFeatureVector (Image< float > img)
virtual SVMObject	determineLabel (Image< float > objImg, int id=-1, std::string name="")
void	writeOutFeatureVector (std::vector< float > featureVector, int id)
virtual	~InferoTemporalHmax ()
	Destructor.
Protected Member Functions
virtual void	attentionShift (SimEventQueue &q, const Point2D< int > &location)
	Object recognition.
virtual float **	_createFeatureVector ()
virtual void	_freeFeatureVector (float **c2Res)
virtual std::vector< float >	_convertFeatureVector (float **c2Res)
virtual void	start1 ()
	(re-)initialization - load object database
virtual void	stop1 ()
	destruction - save object database
Protected Attributes
OModelParam< std::string >	itsHMAXStoredPatchesDir
	dir of stored patches
OModelParam< std::string >	itsHMAXFeatureVectorFileName
	File to output HMAX feature vectors.
OModelParam< bool >	itsHMAXDisableClassifier
	whether to disable support for the internal classifier
InputFrame	itsInputFrame
HmaxFL	itsHmax
rutz::shared_ptr < SVMClassifierModule >	itsClassifier

---

Detailed Description

Inferotemporal interface using HMAX with feature learning.

Model of the Inferior Temporal Cortex utilizing HMAX object recognition

Definition at line 55 of file InferoTemporalHmax.H.

---

Constructor & Destructor Documentation

InferoTemporalHmax::InferoTemporalHmax	(	OptionManager &	mgr,
		const std::string &	descrName = "Infero Temporal HMAX",
		const std::string &	tagName = "InferoTemporalHmax"
	)

Constructor.

Definition at line 105 of file InferoTemporalHmax.C.

InferoTemporalHmax::~InferoTemporalHmax

(

)

[virtual]

Destructor.

Definition at line 170 of file InferoTemporalHmax.C.

---

Member Function Documentation

void InferoTemporalHmax::attentionShift	(	SimEventQueue &	q,
		const Point2D< int > &	location
	)			[protected, virtual]

Object recognition.

Implements InferoTemporal.

Definition at line 174 of file InferoTemporalHmax.C.

References SimEventQueue::check(), Image< T >::initialized(), rutz::shared_ptr< T >::is_valid(), luminanceNTSC(), and SimEventQueue::post().

void InferoTemporalHmax::start1

(

)

[protected, virtual]

(re-)initialization - load object database

Reimplemented from SimModule.

Reimplemented in InferoTemporalCudaHmax.

Definition at line 117 of file InferoTemporalHmax.C.

References ModelComponent::getManager(), OModelParam< T >::getVal(), HmaxFL::init(), itsHMAXDisableClassifier, and itsHMAXStoredPatchesDir.

void InferoTemporalHmax::stop1

(

)

[protected, virtual]

destruction - save object database

Reimplemented from ModelComponent.

Definition at line 161 of file InferoTemporalHmax.C.

References OModelParam< T >::getVal(), and itsHMAXDisableClassifier.

---

Member Data Documentation

OModelParam<bool> InferoTemporalHmax::itsHMAXDisableClassifier [protected]

whether to disable support for the internal classifier

Definition at line 81 of file InferoTemporalHmax.H.

Referenced by start1(), and stop1().

OModelParam<std::string> InferoTemporalHmax::itsHMAXFeatureVectorFileName [protected]

File to output HMAX feature vectors.

Definition at line 80 of file InferoTemporalHmax.H.

OModelParam<std::string> InferoTemporalHmax::itsHMAXStoredPatchesDir [protected]

dir of stored patches

Definition at line 79 of file InferoTemporalHmax.H.

Referenced by start1(), and InferoTemporalCudaHmax::start1().

---

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

• src/Neuro/InferoTemporalHmax.H
• src/Neuro/InferoTemporalHmax.C