KMeansComputeCompactness algorithm

Compute compactness given an input image of classes and clusters centroids. More...

IPSDKIPLCLASSIFICATION_API ipsdk::ipReal64	ipsdk::imaproc::classif::kMeansComputeCompactness (const ipsdk::image::ImageConstPtr &pInImg, const ipsdk::image::ImageConstPtr &pClassImg, const ipsdk::imaproc::attr::ClustersCentersConstPtr &pInClustersCenters)
	wrapper function for Compute compactness given an input image of classes and clusters centroids More...
IPSDKIPLCLASSIFICATION_API ipsdk::ipReal64	ipsdk::imaproc::classif::kMeansComputeCompactness (const ipsdk::image::ImageConstPtr &pInImg, const ipsdk::image::ImageConstPtr &pClassImg, const ipsdk::image::ImageConstPtr &pMaskImg, const ipsdk::imaproc::attr::ClustersCentersConstPtr &pInClustersCenters)
	wrapper function for Compute compactness given an input image of classes and clusters centroids More...

Detailed Description

Compute compactness given an input image of classes and clusters centroids.

Attributes description

Attribute description for algorithm :

Name	ToolTip	Default Initializer
ipsdk::imaproc::attr::InHomogeneousImg	[Input] Homogeneous image	X
ipsdk::imaproc::attr::InClassImg	[Input] Image of classes	X
ipsdk::imaproc::attr::InOptSingleGreyMaskImg	[Input Optional] Binary image for masking operation for each (x, y, z) coordinate regardless to (c, t) coordinates	X
ipsdk::imaproc::attr::InClustersCenters	[Input] centers of clusters	X
ipsdk::imaproc::attr::OutCompactness	[Output] Compactness, used in k-means algorithm	X

Global Rule description

Global rule description for algorithm :
ipsdk::processor::none ()

Example of Python code :

Example imports

Code Example

Example of C++ code :

Example informations

Associated library

IPSDKIPLClassification

Header file

Code Example

See also

KMeansComputeCompactnessLvl1

KMeansComputeCompactnessLvl2

KMeansComputeCompactnessLvl3

Function Documentation

kMeansComputeCompactness() [1/2]

IPSDKIPLCLASSIFICATION_API ipsdk::ipReal64 ipsdk::imaproc::classif::kMeansComputeCompactness	(	const ipsdk::image::ImageConstPtr &	pInImg,
		const ipsdk::image::ImageConstPtr &	pClassImg,
		const ipsdk::imaproc::attr::ClustersCentersConstPtr &	pInClustersCenters
	)

wrapper function for Compute compactness given an input image of classes and clusters centroids

Exceptions

ipsdk::processor::IPSDKBaseProcessingException

on failure

kMeansComputeCompactness() [2/2]

IPSDKIPLCLASSIFICATION_API ipsdk::ipReal64 ipsdk::imaproc::classif::kMeansComputeCompactness	(	const ipsdk::image::ImageConstPtr &	pInImg,
		const ipsdk::image::ImageConstPtr &	pClassImg,
		const ipsdk::image::ImageConstPtr &	pMaskImg,
		const ipsdk::imaproc::attr::ClustersCentersConstPtr &	pInClustersCenters
	)

wrapper function for Compute compactness given an input image of classes and clusters centroids

Exceptions

ipsdk::processor::IPSDKBaseProcessingException

on failure