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authorJarkko Koivikko <jarkko.koivikko@code-q.fi>2018-05-27 12:12:06 +0300
committerMitch Curtis <mitch.curtis@qt.io>2018-08-06 08:20:01 +0000
commit59208edaaf40be982904a6c8cad4eab2d14f938e (patch)
treea613276e1f785e6cd82d019f01dbe478c7cebc5d /src/virtualkeyboard/3rdparty/lipi-toolkit/src/reco/shaperec/featureextractor/npen/NPenShapeFeatureExtractor.cpp
parent263a16009e8d08004a546954cd7b2671c26fab9e (diff)
Modularize virtual keyboard and add an extension interface
With the extension interface it is possible to add new input method and/or languages without recompiling the Qt Virtual Keyboard plugin itself. The existing input methods are now isolated into plugins. So installing a new input method is a matter of copying the corresponding extension plugin to the plugins/virtualkeyboard directory (and any collateral required by the extension plugin itself). This change also renames the HunspellInputMethod to DefaultInputMethod. This change is necessary because some other extension plugin may want to provide the default input method instead. Implementation plan =================== [x] Create virtualkeyboard-private module [x] Create plugin library [x] Define interface for input method plugin [x] Define interface for keyboard layouts [x] Move existing input methods and layouts to plugins [x] HangulInputMethod [x] HunspellInputMethod [x] Maybe create a private library for sharing between HunspellInputMethod and LipiInputMethod [x] LipiInputMethod [x] OpenWnnInputMethod [x] PinyinInputMethod [x] T9WriteInputMethod [x] TCInputMethod [o] Rename some C++ classes (too generic name?) [x] Think again replacing the QtVirtualKeyboard namespace [x] Update documentation [x] General instructions for creating a plugin [x] For the C++ interfaces too (previously removed) [ChangeLog][Important Behavior Changes] Introduce an extension interface for the virtual keyboard. All the current input methods and some special keyboard layouts (e.g. Hunspell, OpenWnn, etc.) have been moved to extensions. The extension interface allows third party to create a new input method without having to modify or rebuild the virtual keyboard. In addition, this change makes it possible to add features and languages independently by copying the desired extension to the system. [ChangeLog][Important Behavior Changes] Introduce a virtualkeyboard module, which can be linked against an extension plugin. This module provides the C++ API necessary for creating an input method. [ChangeLog][Important Behavior Changes] Wrap the entire virtual keyboard API into Qt namespace (e.g. QT_BEGIN_NAMESPACE/QT_END_NAMESPACE). Task-number: QTBUG-57602 Change-Id: I449f4429109f596a7a1df7517c81f97d4aada27c Reviewed-by: Mitch Curtis <mitch.curtis@qt.io>
Diffstat (limited to 'src/virtualkeyboard/3rdparty/lipi-toolkit/src/reco/shaperec/featureextractor/npen/NPenShapeFeatureExtractor.cpp')
-rw-r--r--src/virtualkeyboard/3rdparty/lipi-toolkit/src/reco/shaperec/featureextractor/npen/NPenShapeFeatureExtractor.cpp722
1 files changed, 0 insertions, 722 deletions
diff --git a/src/virtualkeyboard/3rdparty/lipi-toolkit/src/reco/shaperec/featureextractor/npen/NPenShapeFeatureExtractor.cpp b/src/virtualkeyboard/3rdparty/lipi-toolkit/src/reco/shaperec/featureextractor/npen/NPenShapeFeatureExtractor.cpp
deleted file mode 100644
index e20b63dc..00000000
--- a/src/virtualkeyboard/3rdparty/lipi-toolkit/src/reco/shaperec/featureextractor/npen/NPenShapeFeatureExtractor.cpp
+++ /dev/null
@@ -1,722 +0,0 @@
-/*****************************************************************************************
-* Copyright (c) 2006 Hewlett-Packard Development Company, L.P.
-* Permission is hereby granted, free of charge, to any person obtaining a copy of
-* this software and associated documentation files (the "Software"), to deal in
-* the Software without restriction, including without limitation the rights to use,
-* copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
-* Software, and to permit persons to whom the Software is furnished to do so,
-* subject to the following conditions:
-*
-* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
-* INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
-* PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
-* HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
-* CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE
-* OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-*****************************************************************************************/
-
-/************************************************************************
- * SVN MACROS
- *
- * $LastChangedDate: 2008-02-20 10:03:51 +0530 (Wed, 20 Feb 2008) $
- * $Revision: 423 $
- * $Author: sharmnid $
- *
- ************************************************************************/
-/************************************************************************
- * FILE DESCR: Implementation of RunShaperec tool
- *
- * CONTENTS:
- * extractFeatures
- * getShapeFeatureInstance
- * clearFeatureVector
- *
- * AUTHOR: Bharath A
- *
- * DATE: June 11, 2008
- * CHANGE HISTORY:
- * Author Date Description of change
- ************************************************************************/
-
-
-#include "NPenShapeFeatureExtractor.h"
-#include "NPenShapeFeature.h"
-#include "LTKTraceGroup.h"
-#include "LTKTrace.h"
-#include "LTKChannel.h"
-#include "LTKTraceFormat.h"
-#include "LTKConfigFileReader.h"
-#include "LTKMacros.h"
-#include "LTKException.h"
-#include "LTKErrors.h"
-#include "LTKLoggerUtil.h"
-#include "LTKPreprocDefaults.h"
-
-/******************************************************************************
-* AUTHOR : Dinesh M
-* DATE : 1-Oct-2007
-* NAME : NPenShapeFeatureExtractor
-* DESCRIPTION : parameterized constructor
-* ARGUMENTS :
-* RETURNS :
-* NOTES :
-* CHANGE HISTROY
-* Author Date
-*******************************************************************************/
-NPenShapeFeatureExtractor::NPenShapeFeatureExtractor(const LTKControlInfo& controlInfo):
-m_windowSize(FEATEXTR_NPEN_DEF_WINDOW_SIZE)
-{
- string cfgFilePath = "";
-
- // Config file
- if ( ! ((controlInfo.lipiRoot).empty()) &&
- ! ((controlInfo.projectName).empty()) &&
- ! ((controlInfo.profileName).empty()) &&
- ! ((controlInfo.cfgFileName).empty()))
- {
- // construct the cfg path using project and profile name
- cfgFilePath = (controlInfo.lipiRoot) + PROJECTS_PATH_STRING +
- (controlInfo.projectName) + PROFILE_PATH_STRING +
- (controlInfo.profileName) + SEPARATOR +
- (controlInfo.cfgFileName) + CONFIGFILEEXT;
- }
- else if ( ! ((controlInfo.cfgFilePath).empty() ))
- {
- cfgFilePath = controlInfo.cfgFilePath;
- }
- else
- {
- throw LTKException(EINVALID_PROJECT_NAME);
- }
-
-
- int returnVal = readConfig(cfgFilePath);
-
- if (returnVal != SUCCESS)
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR) <<
- "Error: NPenShapeFeatureExtractor::NPenShapeFeatureExtractor()" <<endl;
-
- throw LTKException(returnVal);
- }
-
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Exiting " <<
- "NPenShapeFeatureExtractor::NPenShapeFeatureExtractor()" << endl;
-
-}
-
-/**********************************************************************************
-* AUTHOR : Dinesh M
-* DATE : 1-Oct-2007
-* NAME : readConfig
-* DESCRIPTION : read the config values from cfg file and set member variables
-* ARGUMENTS :
-* RETURNS :
-* NOTES :
-* CHANGE HISTROY
-* Author Date
-*************************************************************************************/
-
-int NPenShapeFeatureExtractor::readConfig(const string& cfgFilePath)
-{
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Entering " <<
- "NPenShapeFeatureExtractor::readConfig()" << endl;
-
- LTKConfigFileReader* configurableProperties = NULL;
- string tempStringVar = "";
-
- try
- {
- configurableProperties = new LTKConfigFileReader(cfgFilePath);
-
- int errorCode = configurableProperties->getConfigValue(NPEN_WINDOW_SIZE, tempStringVar);
-
- if( errorCode == SUCCESS)
- {
- if (setWindowSize(atoi((tempStringVar).c_str())) != SUCCESS)
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR) << "Error: " <<
- ECONFIG_FILE_RANGE << " : " <<
- getErrorMessage(ECONFIG_FILE_RANGE) <<
- " NPenShapeFeatureExtractor::readConfig" <<endl;
-
- LTKReturnError(ECONFIG_FILE_RANGE);
- }
- }
- }
-
- catch(LTKException e)
- {
- delete configurableProperties;
-
- int eCode = e.getErrorCode();
-
- LOG(LTKLogger::LTK_LOGLEVEL_ERR) << "Error: " << eCode <<
- " : " << getErrorMessage(eCode) <<
- " NPenShapeFeatureExtractor::readConfig" <<endl;
-
- LTKReturnError(eCode);
- }
- delete configurableProperties;
-
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Exiting " <<
- "NPenShapeFeatureExtractor::readConfig()" << endl;
-
- return SUCCESS;
-
-}
-
-/**********************************************************************************
-* AUTHOR : Dinesh M
-* DATE : 1-Oct-2007
-* NAME : setRadius
-* DESCRIPTION : set the radius(the size of window) to compute NPen features
-* ARGUMENTS :
-* RETURNS :
-* NOTES :
-* CHANGE HISTROY
-* Author Date
-*************************************************************************************/
-int NPenShapeFeatureExtractor::setWindowSize(int windowSize)
-{
- int returnVal = FAILURE;
-
- if ( windowSize > 0 && (windowSize%2 == 1))
- {
- m_windowSize = windowSize;
- returnVal = SUCCESS;
- }
-
- return returnVal;
-}
-
-/**********************************************************************************
-* AUTHOR : Nidhi Sharma
-* DATE : 15-Feb-2008
-* NAME : getRadius
-* DESCRIPTION :
-* ARGUMENTS :
-* RETURNS :
-* NOTES :
-* CHANGE HISTROY
-* Author Date
-*************************************************************************************/
-int NPenShapeFeatureExtractor::getWindowSize()
-{
- return m_windowSize;
-}
-
-
-/**********************************************************************************
-* AUTHOR : Bharath A
-* DATE : 12-Jun-2008
-* NAME : extractFeatures
-* DESCRIPTION : Extracts NPen features from a trace group
-* ARGUMENTS : The trace group from which features have to be extracted
-* RETURNS : vector of NPenShapeFeature objects
-* NOTES :
-* CHANGE HISTROY
-* Author Date Description of change
-*************************************************************************************/
-int NPenShapeFeatureExtractor::extractFeatures(const LTKTraceGroup& inTraceGroup,
- vector<LTKShapeFeaturePtr>& outFeatureVec)
-{
-
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Entering " <<
- "NPenShapeFeatureExtractor::extractFeatures()" << endl;
-
- NPenShapeFeature* featurePtr = NULL;
-
- vector<vector<float> > floatFeatureValues;
-
-
-
- int errorCode;
-
- if(inTraceGroup.getNumTraces() == 0)
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR)
- <<"Error: FeatureExtractor::findAllFeatures"<<endl;
-
- LTKReturnError(EEMPTY_TRACE_GROUP);
- }
-
-
- vector<vector<float> > concatenatedCoord;
- int currPenUpPointIndex = -1;
- vector<int> penUpPointsIndices;
-
-
- int halfWindowSize = m_windowSize/2;
-
- if(halfWindowSize==0)
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR)
- <<"Error: FeatureExtractor::findAllFeatures"<<endl;
-
- LTKReturnError(EINVALID_NUM_OF_POINTS);
- }
-
-
- for(int t=0;t<inTraceGroup.getNumTraces();++t)
- {
-
- LTKTrace eachTrace;
- inTraceGroup.getTraceAt(t,eachTrace);
-
- if(eachTrace.isEmpty())
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR)
- <<"Error: FeatureExtractor::findAllFeatures"<<endl;
-
- LTKReturnError(EEMPTY_TRACE);
-
- }
-
- vector<float> xVec;
- vector<float> yVec;
-
- eachTrace.getChannelValues(X_CHANNEL_NAME,xVec);
- eachTrace.getChannelValues(Y_CHANNEL_NAME,yVec);
-
- if(t==0)
- {
- vector<float> firstPoint;
- firstPoint.push_back(xVec[0]);
- firstPoint.push_back(yVec[0]);
-
- concatenatedCoord.insert(concatenatedCoord.begin(),halfWindowSize,firstPoint);
- }
-
- for(int p=0;p<xVec.size();++p)
- {
- vector<float> point;
- point.push_back(xVec[p]);
- point.push_back(yVec[p]);
-
- concatenatedCoord.push_back(point);
-
- }
-
- currPenUpPointIndex += xVec.size();
-
- penUpPointsIndices.push_back(currPenUpPointIndex);
-
- if(t==(inTraceGroup.getNumTraces()-1))
- {
- vector<float> lastPoint;
- lastPoint.push_back(xVec[xVec.size()-1]);
- lastPoint.push_back(yVec[yVec.size()-1]);
-
- concatenatedCoord.insert(concatenatedCoord.end(),halfWindowSize,lastPoint);
- }
-
- }
-
-
-
- /* 0 - normalized x
- 1 - normalized y
- 2 - cos alpha
- 3 - sin alpha
- 4 - cos beta
- 5 - sin beta
- 6 - aspect
- 7 - curliness
- 8 - linearity
- 9 - slope
- 10 - pen-up / pen-down stroke (0 for pen-down and 1 for pen-up)*/
-
- float deltaX=0;
- float deltaY=0;
- float hypotenuse=0;
-
-
- float cosalpha=0;
- float sinalpha=0;
- float cosbeta=0;
- float sinbeta=0;
- float ispenup=0;
- float aspect=0;
- float curliness=0;
- float linearity=0;
- float slope=0;
-
-
- float xMin,yMin,xMax,yMax; //for vicnity bounding box;
- float bbWidth,bbHeight;
- float maxOfWidthHeight;
-
-
-
- currPenUpPointIndex = 0;
-
-
- for(int f=halfWindowSize;f<(concatenatedCoord.size()-halfWindowSize);++f)
- {
-
- vector<float> eachPointFeature;
-
- eachPointFeature.push_back(concatenatedCoord[f][0]); //x
- eachPointFeature.push_back(concatenatedCoord[f][1]); //y
-
- deltaX = concatenatedCoord[f-1][0] - concatenatedCoord[f+1][0];
- deltaY = concatenatedCoord[f-1][1] - concatenatedCoord[f+1][1];
-
- hypotenuse = sqrt((deltaX*deltaX)+(deltaY*deltaY));
-
- if(hypotenuse < EPS)
- {
- cosalpha = 1;
- sinalpha = 0;
- }
- else
- {
- cosalpha = deltaX / hypotenuse;
- sinalpha = deltaY / hypotenuse;
- }
-
- eachPointFeature.push_back(cosalpha);
- eachPointFeature.push_back(sinalpha);
-
- eachPointFeature.push_back(cosbeta); //creating empty spaces for cosine and sine betas for future assignment
- eachPointFeature.push_back(sinbeta);
-
- vector<vector<float> > vicinity;
-
- float vicinityTrajLen = 0.0f;
-
- for(int v=f-halfWindowSize;v<=f+halfWindowSize;++v)
- {
- vicinity.push_back(concatenatedCoord[v]);
-
- if(v<(f+halfWindowSize))
- {
- vicinityTrajLen += (sqrt(((concatenatedCoord[v+1][1]-concatenatedCoord[v][1])*(concatenatedCoord[v+1][1]-concatenatedCoord[v][1]))+((concatenatedCoord[v+1][0]-concatenatedCoord[v][0])*(concatenatedCoord[v+1][0]-concatenatedCoord[v][0]))));
- }
- }
-
- findVicinityBoundingBox(vicinity,xMin,yMin,xMax,yMax);
-
- bbWidth = xMax - xMin;
-
- bbHeight = yMax - yMin;
-
- if(fabs(bbHeight+bbWidth)<EPS)
- {
- aspect = 0.0;
- }
- else
- {
- aspect = (bbHeight-bbWidth)/(bbHeight+bbWidth);
- }
-
-
- eachPointFeature.push_back(aspect);
-
-
- maxOfWidthHeight = ( bbWidth > bbHeight) ? bbWidth : bbHeight;
-
- if(fabs(maxOfWidthHeight) < EPS)
- {
- curliness = 0.0f;
- }
- else
- {
- curliness = (vicinityTrajLen / maxOfWidthHeight) - 2;
- }
-
- eachPointFeature.push_back(curliness);
-
- computeLinearityAndSlope(vicinity,linearity,slope);
-
- eachPointFeature.push_back(linearity);
- eachPointFeature.push_back(slope);
-
- if(penUpPointsIndices[currPenUpPointIndex] == (f-halfWindowSize))
- {
- ispenup = 1;
- ++currPenUpPointIndex;
- }
- else
- {
- ispenup = 0;
- }
- eachPointFeature.push_back(ispenup); //currently assuming pen-up strokes are not resampled
-
- floatFeatureValues.push_back(eachPointFeature);
-
- }
-
-
- //duplicating first and last features
- vector<float> firstFeaturePoint = floatFeatureValues[0];
-
- floatFeatureValues.insert(floatFeatureValues.begin(),1,firstFeaturePoint);
-
- vector<float> lastFeaturePoint = floatFeatureValues[floatFeatureValues.size()-1];
-
- floatFeatureValues.insert(floatFeatureValues.end(),1,lastFeaturePoint);
-
-
- for(int ff=1;ff<(floatFeatureValues.size()-1);++ff)
- {
-
- floatFeatureValues[ff][4] = (floatFeatureValues[ff-1][2]*floatFeatureValues[ff+1][2]) + (floatFeatureValues[ff-1][3]*floatFeatureValues[ff+1][3]);
- floatFeatureValues[ff][5] = (floatFeatureValues[ff-1][2]*floatFeatureValues[ff+1][3]) - (floatFeatureValues[ff-1][3]*floatFeatureValues[ff+1][2]);
-
- }
-
- //removing the extraneous feature points at the beginning and end
- floatFeatureValues.erase(floatFeatureValues.begin(),floatFeatureValues.begin()+1);
- floatFeatureValues.pop_back();
-
-
- for(int a=0;a<floatFeatureValues.size();++a)
- {
- NPenShapeFeature* ptrFeature = new NPenShapeFeature();
- ptrFeature->setX(floatFeatureValues[a][0]);
- ptrFeature->setY(floatFeatureValues[a][1]);
- ptrFeature->setCosAlpha((1+floatFeatureValues[a][2])*((float)PREPROC_DEF_NORMALIZEDSIZE/2.0));
- ptrFeature->setSinAlpha((1+floatFeatureValues[a][3])*((float)PREPROC_DEF_NORMALIZEDSIZE/2.0));
- ptrFeature->setCosBeta((1+floatFeatureValues[a][4])*((float)PREPROC_DEF_NORMALIZEDSIZE/2.0));
- ptrFeature->setSinBeta((1+floatFeatureValues[a][5])*((float)PREPROC_DEF_NORMALIZEDSIZE/2.0));
- ptrFeature->setAspect(floatFeatureValues[a][6]);
- ptrFeature->setCurliness(floatFeatureValues[a][7]);
- ptrFeature->setLinearity(floatFeatureValues[a][8]);
- ptrFeature->setSlope((1+floatFeatureValues[a][9])*((float)PREPROC_DEF_NORMALIZEDSIZE/2.0));
-
- if(fabs(floatFeatureValues[a][10]-1.0f) < EPS)
- {
- ptrFeature->setPenUp(true);
- }
- else
- {
- ptrFeature->setPenUp(false);
- }
-
- outFeatureVec.push_back(LTKShapeFeaturePtr(ptrFeature));
-
- ptrFeature = NULL;
-
- }
-
-
-
-
-
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Exiting " <<
- "NPenShapeFeatureExtractor::extractFeatures()" << endl;
-
- return SUCCESS;
-}
-
-/**********************************************************************************
-* AUTHOR : Bharath A
-* DATE : 12-Jun-2008
-* NAME : getShapeFeatureInstance
-* DESCRIPTION : Returns an NPenShapeFeature instance
-* ARGUMENTS :
-* RETURNS : An NPenShapeFeature instance
-* NOTES :
-* CHANGE HISTROY
-* Author Date Description of change
-*************************************************************************************/
-LTKShapeFeaturePtr NPenShapeFeatureExtractor::getShapeFeatureInstance()
-{
- LTKShapeFeaturePtr tempPtr(new NPenShapeFeature);
- return tempPtr;
-}
-
-
-/******************************************************************************
-* AUTHOR : Bharath A
-* DATE : 12-Jun-2008
-* NAME : convertFeatVecToTraceGroup
-* DESCRIPTION :
-* ARGUMENTS :
-* RETURNS :
-* NOTES :
-* CHANGE HISTROY
-* Author Date Description
-******************************************************************************/
-int NPenShapeFeatureExtractor::convertFeatVecToTraceGroup(
- const vector<LTKShapeFeaturePtr>& shapeFeature,
- LTKTraceGroup& outTraceGroup)
-{
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Entering " <<
- "NPenShapeFeatureExtractor::convertFeatVecToTraceGroup()" << endl;
-
- vector<LTKChannel> channels; // channels of a trace
-
- LTKChannel xChannel("X", DT_FLOAT, true); // x-coordinate channel of the trace
- LTKChannel yChannel("Y", DT_FLOAT, true); // y-coordinate channel of the trace
-
- //initializing the channels of the trace
- channels.push_back(xChannel);
- channels.push_back(yChannel);
-
- // composing the trace format object
- LTKTraceFormat traceFormat(channels);
-
- vector<float> point; // a point of a trace
-
- LTKTrace trace(traceFormat);
-
- for(int count=0;count<(int)shapeFeature.size();count++)
- {
- float Xpoint, Ypoint;
- bool penUp;
-
- NPenShapeFeature* ptr = (NPenShapeFeature*)(shapeFeature[count].operator ->());
- Xpoint = ptr->getX();
- Ypoint = ptr->getY();
- penUp = ptr->isPenUp();
-
-
-
- point.push_back(Xpoint);
- point.push_back(Ypoint);
-
- trace.addPoint(point);
- point.clear();
-
-
- if(penUp == true) // end of a trace, clearing the trace now
- {
- outTraceGroup.addTrace(trace);
- trace.emptyTrace();
- LTKTrace tempTrace(traceFormat);
- trace = tempTrace;
- }
- }
-
- LOG(LTKLogger::LTK_LOGLEVEL_DEBUG) << "Exiting " <<
- "NPenShapeFeatureExtractor::convertFeatVecToTraceGroup()" << endl;
- return SUCCESS;
-
-}
-
-
-void NPenShapeFeatureExtractor::findVicinityBoundingBox(vector<vector<float> >& inputXYCoords, float& xMin, float& yMin, float& xMax, float& yMax)
- {
- xMin = FLT_MAX;
- yMin = FLT_MAX;
-
- xMax = -FLT_MAX;
- yMax = -FLT_MAX;
-
- for(int i=0;i<inputXYCoords.size();++i)
- {
- if(inputXYCoords[i][0] < xMin)
- {
- xMin = inputXYCoords[i][0];
- }
-
- if(inputXYCoords[i][0] > xMax)
- {
- xMax = inputXYCoords[i][0];
- }
-
- if(inputXYCoords[i][1] < yMin)
- {
- yMin = inputXYCoords[i][1];
- }
-
- if(inputXYCoords[i][1] > yMax)
- {
- yMax = inputXYCoords[i][1];
- }
- }
-
- }
-
-
-
-int NPenShapeFeatureExtractor::computeLinearityAndSlope(const vector<vector<float> >& vicinity,float& linearity,float& slope)
- {
- if(vicinity.size()<3)
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR)
- <<"Error: FeatureExtractor::computeLinearity"<<endl;
-
- LTKReturnError(FAILURE);
- }
-
- float x1 = vicinity[0][0];
- float y1 = vicinity[0][1];
-
- float x2 = vicinity[vicinity.size()-1][0];
- float y2 = vicinity[vicinity.size()-1][1];
-
- float avgX = 0.0f;
- float avgY = 0.0f;
-
- float denominator = sqrt(((x2-x1)*(x2-x1))+((y2-y1)*(y2-y1)));
-
- /*if(denominator < EPS)
- {
- linearity = 0.0f;
- slope = 1.0f;
-
- return SUCCESS;
- }*/
-
- if(denominator < EPS)
- {
- slope = 1.0f;
-
-
- //considering the case of loop where the end points are the same
- avgX = (x1+x2)/2.0f;
- avgY = (y1+y2)/2.0f;
- }
- else if(fabs(x2-x1) < EPS)
- {
- slope = 0.0f;
- }
- else
- {
- slope = cos(atan((y2-y1)/(x2-x1)));
- }
-
-
- float x0 = 0.0f;
- float y0 = 0.0f;
-
- float distance = 0.0f;
-
-
- linearity = 0.0f;
-
- for(int v=1; v<(vicinity.size()-1); ++v)
- {
-
- if(vicinity[v].size() < 2)
- {
- LOG(LTKLogger::LTK_LOGLEVEL_ERR)
- <<"Error: FeatureExtractor::computeLinearity"<<endl;
-
- LTKReturnError(FAILURE);
- }
-
- x0 = vicinity[v][0];
- y0 = vicinity[v][1];
-
- if(denominator < EPS)
- {
- distance = sqrt(((avgX-x0)*(avgX-x0))+((avgY-y0)*(avgY-y0)));
- }
- else
- {
- distance = fabs(((x2-x1)*(y1-y0))-((x1-x0)*(y2-y1))) / denominator;
- }
-
- linearity += (distance*distance);
-
- }
-
- linearity /= (vicinity.size()-2); // 2 to exclude the end points of vicinity while computing average squared distance
-
- return SUCCESS;
- }