IPSDK  4_1_0_2
IPSDK : Image Processing Software Development Kit
Classes

Measure eccentricity of the ellipse that has the same second moments as 2d shape. More...

Classes

class  ipsdk::imaproc::shape::analysis::Eccentricity2dMsr
 Measurement object for measure Eccentricity2d. More...
 
class  ipsdk::imaproc::shape::analysis::Eccentricity2dMsrInfo
 Information object for measure Eccentricity2d. More...
 

Detailed Description

Measure eccentricity of the ellipse that has the same second moments as 2d shape.

Eccentricity 2d measure computes the eccentricity of the ellipse that has the same second moments as 2d shape.

The eccentricity of the ellipse (commonly denoted as either $e$ or $\varepsilon$) is given by :

\[ e = \varepsilon = \sqrt{\frac{\lambda_{max}^2 - \lambda_{min}^2}{\lambda_{max}^2}} = \sqrt{1 - \frac{\lambda_{min}^2}{\lambda_{max}^2}} \]

where $\lambda_{max}$ and $\lambda_{min}$ are one-half of the ellipse's major and minor axes respectively (see InertiaLambdaMax and InertiaLambdaMin respectively).

Here is an example of eccentricity 2d measurement :

eccentricity2dMsr.png
See also
http://en.wikipedia.org/wiki/Ellipse#Eccentricity
Author
E. Noirfalise
Date
2015/12/16

Measure eccentricity of the ellipse that has the same second moments as 2d shape

Measure synthesis :

Measure Type Measure Unit Type Parameter Type Result Type Shape Requirements
Generic.png
Generic
none.png
None
none.png
None
Value.png
Value (ipsdk::ipReal64)
RowIntersections.png
Row Intersections
See Shape measurement for additional information on these pictograms

Measure Type :

This is a generic measure

This measure can only be used in 2d case

Measure Unit Type:

Measure Eccentricity2d is not associated to any unit [ipsdk::shape::analysis::eMsrUnitFormat::eMUF_NoUnit]

Measure Parameter Type :

Measure Eccentricity2d has no parameters

Measure Result Type :

Measure Eccentricity2d is associated to ipsdk::shape::analysis::ValueMeasureResult<ipsdk::ipReal64> results

Measure Shape Requirements :

Measure Eccentricity2d requires row intersections from shape data

Measure Dependencies :

Measure Eccentricity2d depends on following measures :

Measure Mode Measure Name Measure Type Measure Parameters
eMVP_2d Inertia Inertia2d
Note
See Shape Analysis 2d for more information on general shape 2d analysis and measurement usage.

Example of Python code :

Generic example in 2d case :

import PyIPSDK
import PyIPSDK.IPSDKIPLShapeAnalysis as shapeanalysis
# Create the infoset
inMeasureInfoSet2d = PyIPSDK.createMeasureInfoSet2d()
PyIPSDK.createMeasureInfo(inMeasureInfoSet2d, "Eccentricity2dMsr")
#Perform the analysis
outMeasureSet = shapeanalysis.labelAnalysis2d(inGreyImg, inLabelImg2d, inMeasureInfoSet2d)
# save results to csv format
PyIPSDK.saveCsvMeasureFile(os.path.join(tmpPath, "shape_analysis_results.csv"), outMeasureSet)
# retrieve measure results
outMsr = outMeasureSet.getMeasure("Eccentricity2dMsr")
# retrieve measure values
outMsrValues = outMsr.getMeasureResult().getColl(0)
print("First label measurement equal " + str(outMsrValues[1]))

Example of C++ code :

Example informations

Associated library

IPSDKIPLShapeAnalysis

Code Example

// opening grey level input image
ImagePtr pInGreyImg2d = loadTiffImageFile(inputGreyImgPath);
// read entity shape 2d collection used for processing
Shape2dCollPtr pShape2dColl = boost::make_shared<Shape2dColl>();
IPSDK_REQUIRE(readFromXmlFile(inputShape2dCollPath, *pShape2dColl) == true);
// define a measure info set
MeasureInfoSetPtr pMeasureInfoSet = MeasureInfoSet::create2dInstance();
createMeasureInfo(pMeasureInfoSet, "Eccentricity2dMsr");
// compute measure on shape 2d collection
MeasureSetPtr pOutMeasureSet = shapeAnalysis2d(pInGreyImg2d, pShape2dColl, pMeasureInfoSet);
// retrieve associated results
const MeasureConstPtr& pEccentricity2dOutMsr = pOutMeasureSet->getMeasure("Eccentricity2dMsr");
const ipsdk::shape::analysis::ValueMeasureResult<ipsdk::ipReal64>& outResults = static_cast<const ipsdk::shape::analysis::ValueMeasureResult<ipsdk::ipReal64>&>(pEccentricity2dOutMsr->getMeasureResult());