KDEDataSet

data set associated to a kernel density estimator More...

Classes
class	ipsdk::imaproc::attr::KDEDataSet
	data set associated to a kernel density estimator More...

Typedefs
typedef boost::shared_ptr< ipsdk::imaproc::attr::KDEDataSet >	ipsdk::imaproc::attr::KDEDataSetPtr
	shared pointer to ipsdk::imaproc::attr::KDEDataSet
typedef boost::shared_ptr< const ipsdk::imaproc::attr::KDEDataSet >	ipsdk::imaproc::attr::KDEDataSetConstPtr
	shared pointer to const ipsdk::imaproc::attr::KDEDataSet

Functions
IPSDKIPLATTRIBUTES_API ipReal64	ipsdk::imaproc::attr::computeDensity (const KDEDataSet &kdeDataSet, const ipReal64 x)
	function allowing to compute a density at a given point from a KDEDataSet
IPSDKIPLATTRIBUTES_API ipsdk::imaproc::attr::HistogramDataPtr	ipsdk::imaproc::attr::generateHistogram (const KDEDataSet &kdeDataSet, const ipsdk::ipReal64 minValue, const ipsdk::ipReal64 maxValue, const ipsdk::ipReal64 binWidth, const ipUInt64 globalPopulation)
	function allowing to generate an histogram from a KDEDataSet More...

Detailed Description

data set associated to a kernel density estimator

SubNodes description

Name	ToolTip	Associated Class	Default Value
ImgValues	sampled image values	ipsdk::DataItemLeafColl<ipsdk::ipReal64>
Bandwidth	smoothing bandwidth associated to kernel density estimation	ipsdk::DataItemLeaf<ipsdk::ipReal64>

Function Documentation

generateHistogram()

IPSDKIPLATTRIBUTES_API ipsdk::imaproc::attr::HistogramDataPtr ipsdk::imaproc::attr::generateHistogram	(	const KDEDataSet &	kdeDataSet,
		const ipsdk::ipReal64	minValue,
		const ipsdk::ipReal64	maxValue,
		const ipsdk::ipReal64	binWidth,
		const ipUInt64	globalPopulation
	)

function allowing to generate an histogram from a KDEDataSet

Exceptions

ipsdk::imaproc::advmorpho::IPSDKIPLAttributesException	if minValue > maxValue
ipsdk::imaproc::advmorpho::IPSDKIPLAttributesException	if binWidth < 0