Schema::Schema(MetaGear * parentMetaGear) :
_needSynch(true),
_parentMetaGear(parentMetaGear),
_locked(false)
{
ASSERT_ERROR_MESSAGE(_parentMetaGear!=0, "Schema with a null parent metagear");
}
void TupleDataSet::reset() {
ASSERT_ERROR_MESSAGE( example, "Example is NULL, maybe you forgot to call init()?" );
unsigned int dummy;
file->rewind();
file->read(&dummy, sizeof(unsigned int), 1);
file->read(&dummy, sizeof(unsigned int), 1);
observation.loadData(file);
currentExampleIndex = -1;
}
void XFileDataSet::reset() {
ASSERT_ERROR_MESSAGE( example, "Example is NULL, maybe you forgot to call init()?" );
file->rewind();
int x;
file->read(&x, sizeof(int), 1);
ASSERT_WARNING( x == nExamples );
file->read(&x, sizeof(int), 1);
ASSERT_WARNING( x == dim );
currentExampleIndex = -1;
}
// Loads all the features and put them into the _selFeatures vector
void Gear_FaceTrack::readFeaturesCascade(const std::string& baseName)
{
Feature tmpFeature;
std::vector<Feature> tmpBlocFeatures;
int i;
int nFeatures;
char fileName[2000];
int fileCounter;
int sizeCounter = 0;
float resizingFactor = 1.25;
// Precomputing now all the sizes
int smallestSize = 3, biggestSize = 8;
float scale;
int tmpWindowSize;
int tmpShifting;
std::vector< Feature > tmpPrecFeatures;
std::vector< Feature >::iterator fIt;
ASSERT_ERROR_MESSAGE(_pCascadeFeatures, "Cascade should be empty! Restart the application");
_pCascadeFeatures = new Cascade[biggestSize - smallestSize + 1];
scale = pow((double)resizingFactor, smallestSize);
// Computing the window sizes
for (i = smallestSize; i <= biggestSize; ++i)
{
// First compute the window size
tmpWindowSize = static_cast<int>((float)_winSize * scale + 0.499);
tmpShifting = static_cast<int>((float)_deltaS * scale + 0.499);
_precWinSizes.push_back( PrecompWindows(tmpWindowSize, tmpShifting) );
scale *= resizingFactor;
}
fileCounter = 1;
while(true)
{
sprintf(fileName, "%s_%d.dat", baseName.c_str(), fileCounter++);
std::ifstream inFile(fileName, std::ios::binary | std::ios::in);
if (!inFile.is_open())
{
std::cout << "!!!!!!!!!" << std::endl;
break;
}
inFile.seekg(0, std::ios::end);
int tmp = sizeof(Feature);
nFeatures = inFile.tellg() / sizeof(Feature);
inFile.seekg(0);
tmpBlocFeatures.clear();
for (i = 0; i < nFeatures; ++i)
{
#if NEW_VERSION
inFile.read( (char *)&tmpFeature, sizeof(Feature) );
#else
// char tmpData[150];
// inFile.read( (char*)tmpData, 150);
//*((double *)(&tmpData[10]));
char tmpSkipping;
inFile.read( (char *)&tmpFeature._type, sizeof(FeatureType) );
inFile.read( (char *)&tmpFeature._cutPoint, sizeof(float) );
inFile.read( (char *)&tmpFeature._class, sizeof(bool) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( (char *)&tmpFeature._x, sizeof(int) );
inFile.read( (char *)&tmpFeature._y, sizeof(int) );
inFile.read( (char *)&tmpFeature._xSize, sizeof(int) );
inFile.read( (char *)&tmpFeature._ySize, sizeof(int) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( &tmpSkipping, sizeof(char) );
inFile.read( (char *)&tmpFeature._alpha, sizeof(double) );
#endif
tmpBlocFeatures.push_back(tmpFeature);
}
inFile.close();
scale = pow((double)resizingFactor, smallestSize);
sizeCounter = 0;
for (i = smallestSize; i <= biggestSize; ++i, ++sizeCounter)
{
// Now the features
// For each feature found
for (fIt = tmpBlocFeatures.begin(); fIt != tmpBlocFeatures.end(); ++fIt)
{
tmpFeature = *fIt;
tmpFeature._x = static_cast<int>((float)tmpFeature._x * scale + 0.499);
tmpFeature._y = static_cast<int>((float)tmpFeature._y * scale + 0.499);
tmpFeature._xSize = static_cast<int>((float)tmpFeature._xSize * scale + 0.499);
tmpFeature._ySize = static_cast<int>((float)tmpFeature._ySize * scale + 0.499);
tmpPrecFeatures.push_back(tmpFeature);
}
_pCascadeFeatures[sizeCounter].push_back(tmpPrecFeatures);
tmpPrecFeatures.clear();
scale *= resizingFactor;
}
}
// std::cout << "precomputed win sizes: " << std::endl;
// for (std::vector< PrecompWindows >::iterator it = _precWinSizes.begin(); it != _precWinSizes.end(); ++it)
// std::cout << it->winSize << " " << it->shifting << std::endl;
// std::cout << "=========== " << std::endl;
}
