Hugintrunk
0.1
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Classes | |
class | ContrastFilter |
class | GaborFilter |
class | GaborJet |
class | ImageFile |
class | PGMImage |
class | Cache |
class | QMatrix |
class | Kernel |
class | Solver |
class | Solver_NU |
class | SVC_Q |
class | ONE_CLASS_Q |
class | SVR_Q |
struct | decision_function |
struct | svm_node |
struct | svm_problem |
struct | svm_parameter |
struct | svm_model |
struct | tmp |
Typedefs | |
typedef vigra::BRGBImage::PixelType | RGB |
typedef float | Qfloat |
typedef signed char | schar |
Enumerations | |
enum | { kChars = 0x01, kFloats = 0x02, kRGB = 0x04 } |
enum | { C_SVC, NU_SVC, ONE_CLASS, EPSILON_SVR, NU_SVR } |
enum | { LINEAR, POLY, RBF, SIGMOID, PRECOMPUTED } |
enum | { kLeft = 0, kRight } |
Functions | |
bool | loadSVMmodel (struct svm_model *&model, std::string &model_file) |
loads the SVM model from file More... | |
void | destroySVMmodel (struct svm_model *&model) |
frees the resource of model More... | |
void | prepareCelesteImage (vigra::UInt16RGBImage &rgb, vigra::UInt16RGBImage &luv, int &resize_dimension, double &sizefactor, bool verbose) |
void | prepareGaborImage (vigra::UInt16RGBImage &luv, float **&pixels) |
std::vector< double > | classifySVM (struct svm_model *model, int gNumLocs, int **&gLocations, int width, int height, int vector_length, float *&response, int gRadius, vigra::UInt16RGBImage &luv, bool needsMoreIndex=false) |
void | createGrid (int &gNumLocs, int **&gLocations, int gRadius, int width, int height) |
void | generateMask (vigra::BImage &mask, int &gNumLocs, int **&gLocations, std::vector< double > svm_responses, int gRadius, double threshold) |
vigra::BImage * | getCelesteMask (struct svm_model *model, vigra::UInt16RGBImage &input, int radius, float threshold, int resize_dimension, bool adaptThreshold=false, bool verbose=true) |
calculates the mask using SVM More... | |
HuginBase::UIntSet | getCelesteControlPoints (struct svm_model *model, vigra::UInt16RGBImage &input, HuginBase::CPointVector cps, int radius, float threshold, int resize_dimension, bool verbose) |
template<class SrcIMG > | |
void | convertToUInt16 (SrcIMG &src, const std::string &origType, vigra::UInt16RGBImage &dest) |
converts the given image to UInt16RGBImage only this image is correctly processed by celeste More... | |
float * | ProcessChannel (float **image, int w, int h, int gNumLocs, int **&gLocations, int gRadius, float *response, int *len) |
template<class T > | |
static T | min (T x, T y) |
template<class T > | |
static T | max (T x, T y) |
template<class T > | |
static void | swap (T &x, T &y) |
template<class S , class T > | |
static void | clone (T *&dst, S *src, int n) |
static double | powi (double base, int times) |
static void | print_string_stdout (const char *s) |
static void | info (const char *fmt,...) |
static void | solve_c_svc (const svm_problem *prob, const svm_parameter *param, double *alpha, Solver::SolutionInfo *si, double Cp, double Cn) |
static void | solve_nu_svc (const svm_problem *prob, const svm_parameter *param, double *alpha, Solver::SolutionInfo *si) |
static void | solve_one_class (const svm_problem *prob, const svm_parameter *param, double *alpha, Solver::SolutionInfo *si) |
static void | solve_epsilon_svr (const svm_problem *prob, const svm_parameter *param, double *alpha, Solver::SolutionInfo *si) |
static void | solve_nu_svr (const svm_problem *prob, const svm_parameter *param, double *alpha, Solver::SolutionInfo *si) |
static decision_function | svm_train_one (const svm_problem *prob, const svm_parameter *param, double Cp, double Cn) |
static void | sigmoid_train (int l, const double *dec_values, const double *labels, double &A, double &B) |
static double | sigmoid_predict (double decision_value, double A, double B) |
static void | multiclass_probability (int k, double **r, double *p) |
static void | svm_binary_svc_probability (const svm_problem *prob, const svm_parameter *param, double Cp, double Cn, double &probA, double &probB) |
static double | svm_svr_probability (const svm_problem *prob, const svm_parameter *param) |
static void | svm_group_classes (const svm_problem *prob, int *nr_class_ret, int **label_ret, int **start_ret, int **count_ret, int *perm) |
svm_model * | svm_train (const svm_problem *prob, const svm_parameter *param) |
void | svm_cross_validation (const svm_problem *prob, const svm_parameter *param, int nr_fold, double *target) |
int | svm_get_svm_type (const svm_model *model) |
int | svm_get_nr_class (const svm_model *model) |
void | svm_get_labels (const svm_model *model, int *label) |
void | svm_get_sv_indices (const svm_model *model, int *indices) |
int | svm_get_nr_sv (const svm_model *model) |
double | svm_get_svr_probability (const svm_model *model) |
double | svm_predict_values (const svm_model *model, const svm_node *x, double *dec_values) |
double | svm_predict (const svm_model *model, const svm_node *x) |
double | svm_predict_probability (const svm_model *model, const svm_node *x, double *prob_estimates) |
int | svm_save_model (const char *model_file_name, const svm_model *model) |
static char * | readline (FILE *input) |
bool | read_model_header (FILE *fp, svm_model *model) |
svm_model * | svm_load_model (const char *model_file_name) |
void | svm_free_model_content (svm_model *model_ptr) |
void | svm_free_and_destroy_model (svm_model **model_ptr_ptr) |
void | svm_destroy_param (svm_parameter *param) |
const char * | svm_check_parameter (const svm_problem *prob, const svm_parameter *param) |
int | svm_check_probability_model (const svm_model *model) |
void | svm_set_print_string_function (void(*print_func)(const char *)) |
struct svm_model * | svm_train (const struct svm_problem *prob, const struct svm_parameter *param) |
void | svm_cross_validation (const struct svm_problem *prob, const struct svm_parameter *param, int nr_fold, double *target) |
int | svm_save_model (const char *model_file_name, const struct svm_model *model) |
int | svm_get_svm_type (const struct svm_model *model) |
int | svm_get_nr_class (const struct svm_model *model) |
void | svm_get_labels (const struct svm_model *model, int *label) |
void | svm_get_sv_indices (const struct svm_model *model, int *sv_indices) |
int | svm_get_nr_sv (const struct svm_model *model) |
double | svm_get_svr_probability (const struct svm_model *model) |
double | svm_predict_values (const struct svm_model *model, const struct svm_node *x, double *dec_values) |
double | svm_predict (const struct svm_model *model, const struct svm_node *x) |
double | svm_predict_probability (const struct svm_model *model, const struct svm_node *x, double *prob_estimates) |
const char * | svm_check_parameter (const struct svm_problem *prob, const struct svm_parameter *param) |
int | svm_check_probability_model (const struct svm_model *model) |
void | Permute (int *array, size_t size) |
int | cmp (const void *s1, const void *s2) |
float | Heavyside (float a) |
float | Sigmoid (float act) |
float | Sigmoid (float beta, float a_pot) |
float | Sigmoid (float beta, float a_pot, float thresh) |
int ** | CreateMatrix (int val, int row, int col) |
void | ResetMatrix (int **matrix, int val, int row, int col) |
void | DisposeMatrix (int **matrix, int row) |
float ** | CreateMatrix (float val, int row, int col) |
void | ResetMatrix (float **matrix, float val, int row, int col) |
void | DisposeMatrix (float **matrix, int row) |
float | ReturnDistance (float *pat1, float *pat2, int size) |
void | SkipComments (std::ifstream *infile) |
void | FileCreateError (char *filename) |
void | FileOpenError (char *filename) |
void | GetStreamDefaults (void) |
void | AdjustStream (std::ostream &os, int precision, int width, int pos, bool trailers) |
void | SetStreamDefaults (std::ostream &os) |
double | SafeAbs (double val1, double val2) |
float | SafeAbs (float val1, float val2) |
int | SafeAbs (int val1, int val2) |
double | SafeAbs (double val) |
float | SafeAbs (float val) |
int | SafeAbs (int val) |
Variables | |
bool | kSaveFilter = false |
bool | kVerbosity = false |
float | gS = 18.0 |
int | gA = 8 |
int | gF = 6 |
float | gL = 0.1f |
float | gU = 1.8f |
float | CONTRAST [9][9] |
int | libsvm_version = LIBSVM_VERSION |
static void(* | svm_print_string )(const char *) = &print_string_stdout |
static const char * | svm_type_table [] |
static const char * | kernel_type_table [] |
static char * | line = NULL |
static int | max_line_len |
std::streamsize | gPrecision |
std::streamsize | gWidth |
typedef float celeste::Qfloat |
typedef vigra::BRGBImage::PixelType celeste::RGB |
Definition at line 42 of file Celeste.cpp.
typedef signed char celeste::schar |
anonymous enum |
Enumerator | |
---|---|
kChars | |
kFloats | |
kRGB |
Definition at line 40 of file ImageFile.h.
anonymous enum |
anonymous enum |
Enumerator | |
---|---|
kLeft | |
kRight |
Definition at line 42 of file Utilities.h.
void celeste::AdjustStream | ( | std::ostream & | os, |
int | precision, | ||
int | width, | ||
int | pos, | ||
bool | trailers | ||
) |
Definition at line 218 of file Utilities.cpp.
References kLeft.
std::vector<double> celeste::classifySVM | ( | struct svm_model * | model, |
int | gNumLocs, | ||
int **& | gLocations, | ||
int | width, | ||
int | height, | ||
int | vector_length, | ||
float *& | response, | ||
int | gRadius, | ||
vigra::UInt16RGBImage & | luv, | ||
bool | needsMoreIndex = false |
||
) |
Definition at line 153 of file Celeste.cpp.
References celeste::svm_node::index, svm_get_nr_class(), svm_predict_probability(), and celeste::svm_node::value.
Referenced by getCelesteControlPoints(), and getCelesteMask().
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inlinestatic |
Definition at line 68 of file svm.cpp.
Referenced by celeste::Kernel::Kernel(), celeste::Solver::Solve(), and celeste::SVC_Q::SVC_Q().
int celeste::cmp | ( | const void * | s1, |
const void * | s2 | ||
) |
void celeste::convertToUInt16 | ( | SrcIMG & | src, |
const std::string & | origType, | ||
vigra::UInt16RGBImage & | dest | ||
) |
converts the given image to UInt16RGBImage only this image is correctly processed by celeste
src | input image |
origType | pixel type of input image |
dest | converted image |
this convert routine scale the input values range into the full scale of UInt16 this is not fully correct
Definition at line 70 of file Celeste.h.
References vigra_ext::applyMapping(), vigra_ext::destImage(), vigra_ext::getMaxValForPixelType(), vigra_ext::srcImageRange(), and vigra_ext::transformImage().
Referenced by loadAndConvertImage().
void celeste::createGrid | ( | int & | gNumLocs, |
int **& | gLocations, | ||
int | gRadius, | ||
int | width, | ||
int | height | ||
) |
Definition at line 234 of file Celeste.cpp.
References CreateMatrix().
Referenced by getCelesteMask().
int ** celeste::CreateMatrix | ( | int | val, |
int | row, | ||
int | col | ||
) |
Definition at line 101 of file Utilities.cpp.
Referenced by createGrid(), getCelesteControlPoints(), main(), and prepareGaborImage().
float ** celeste::CreateMatrix | ( | float | val, |
int | row, | ||
int | col | ||
) |
Definition at line 130 of file Utilities.cpp.
CELESTEIMPEX void celeste::destroySVMmodel | ( | struct svm_model *& | model | ) |
frees the resource of model
model | SVM model struct to freeing |
Definition at line 60 of file Celeste.cpp.
References svm_free_and_destroy_model().
Referenced by main(), PanoDetector::run(), and MainFrame::~MainFrame().
void celeste::DisposeMatrix | ( | int ** | matrix, |
int | row | ||
) |
Definition at line 122 of file Utilities.cpp.
Referenced by getCelesteControlPoints(), and getCelesteMask().
void celeste::DisposeMatrix | ( | float ** | matrix, |
int | row | ||
) |
Definition at line 151 of file Utilities.cpp.
void celeste::FileCreateError | ( | char * | filename | ) |
Definition at line 191 of file Utilities.cpp.
void celeste::FileOpenError | ( | char * | filename | ) |
Definition at line 200 of file Utilities.cpp.
void celeste::generateMask | ( | vigra::BImage & | mask, |
int & | gNumLocs, | ||
int **& | gLocations, | ||
std::vector< double > | svm_responses, | ||
int | gRadius, | ||
double | threshold | ||
) |
Definition at line 290 of file Celeste.cpp.
Referenced by getCelesteMask().
CELESTEIMPEX HuginBase::UIntSet celeste::getCelesteControlPoints | ( | struct svm_model * | model, |
vigra::UInt16RGBImage & | input, | ||
HuginBase::CPointVector | cps, | ||
int | radius, | ||
float | threshold, | ||
int | resize_dimension, | ||
bool | verbose | ||
) |
Definition at line 363 of file Celeste.cpp.
References classifySVM(), CreateMatrix(), DisposeMatrix(), prepareCelesteImage(), prepareGaborImage(), ProcessChannel(), response(), HuginBase::ControlPoint::x1, and HuginBase::ControlPoint::y1.
Referenced by PanoOperation::CelesteOperation::GetInternalCommand(), main(), and CPEditorPanel::OnCelesteButton().
CELESTEIMPEX vigra::BImage * celeste::getCelesteMask | ( | struct svm_model * | model, |
vigra::UInt16RGBImage & | input, | ||
int | radius, | ||
float | threshold, | ||
int | resize_dimension, | ||
bool | adaptThreshold = false , |
||
bool | verbose = true |
||
) |
calculates the mask using SVM
model | struct svm_model which is used |
input | input image |
radius | radius for calculation of mask, smaller value results in higher resolution but longer calculation time |
threshold | thresold value, lower value will reject more values |
resize_dimension | the image is resized for calculation that the bigger dimension is small than resize_dimension |
adaptThreshold | if true then the threshold is changed, if the all values are higher than threshold |
Definition at line 313 of file Celeste.cpp.
References classifySVM(), createGrid(), vigra_ext::destImageRange(), DisposeMatrix(), generateMask(), min(), prepareCelesteImage(), prepareGaborImage(), ProcessChannel(), and vigra_ext::srcImageRange().
Referenced by PanoDetector::AnalyzeImage(), and main().
void celeste::GetStreamDefaults | ( | void | ) |
Definition at line 212 of file Utilities.cpp.
References gPrecision, and gWidth.
float celeste::Heavyside | ( | float | a | ) |
Definition at line 75 of file Utilities.cpp.
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static |
Definition at line 95 of file svm.cpp.
Referenced by HuginBase::SrcPanoImage::checkImageSizeKnown(), celeste::Solver::do_shrinking(), vigra::exportImageAlpha(), HuginBase::Nona::FileRemapper< ImageType, AlphaType >::getRemapped(), AboutDialog::GetSystemInformation(), lfeat::identifySIFTKeypoints(), loadAndConvertImage(), LoadGrayImageAndFindLines(), LoadImageAndFindLines(), HuginBase::ImageCache::loadImageSafely(), loadImagesPyr(), PanoDetector::LoadKeypoints(), lfeat::loadSIFTKeypoints(), main(), mergeWeightedAverage(), multiclass_probability(), optimize_new(), HuginBase::PhotometricOptimizer::optimizePhotometric(), BrowsePTOFilesDialog::ParsePTOFile(), PrintImageInfo(), PanoCommand::wxAddImagesCmd::processPanorama(), PreviewPanoMaskTool::ReallyAfterDrawImagesEvent(), celeste::Solver::reconstruct_gradient(), wxcode::wxTreeListHeaderWindow::SetColumn(), sigmoid_train(), celeste::Solver::Solve(), solve_c_svc(), solve_epsilon_svr(), solve_nu_svc(), solve_nu_svr(), HuginBase::Nona::stitchPanorama(), svm_svr_probability(), svm_train(), svm_train_one(), ChoosyRemapper::UpdateAndResetIndex(), and VertexCoordRemapper::UpdateAndResetIndex().
CELESTEIMPEX bool celeste::loadSVMmodel | ( | struct svm_model *& | model, |
std::string & | model_file | ||
) |
loads the SVM model from file
model | struct, which stores the SVM information, if you don't need it, call destroySVMmodel |
model_file | filename of model file to load |
Definition at line 45 of file Celeste.cpp.
References svm_load_model().
Referenced by MainFrame::GetSVMModel(), PanoDetector::LoadSVMModel(), and main().
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inlinestatic |
Definition at line 65 of file svm.cpp.
Referenced by HuginLines::_getVerticalLines(), HuginBase::Photometric::InvResponseTransform< VTIn, VTOut >::apply(), vigra_ext::applyExposureClipMask(), vigra_ext::LUTFunctor< VTInCompReal, LUTD >::applyLutInteger(), vigra_ext::InvLUTFunctor< VT1, LUT >::applyLutInteger(), OptimizePanel::AskApplyResult(), BrowsePTOFilesDialog::BrowsePTOFilesDialog(), celeste::Cache::Cache(), HuginBase::CalculateFOV::calcFOV(), HuginBase::Nona::RemappedPanoImage< RemapImage, AlphaImage >::calcSrcCoordImgs(), celeste::Solver::calculate_rho(), celeste::Solver_NU::calculate_rho(), HuginBase::Photometric::ResponseTransform< VTIn >::calcVigFactor(), HuginLines::ccdist(), KDTreeSpace::KDTree< KE, VTYPE >::choosePivot(), HuginBase::convertTo8Bit(), vigra_ext::ConvertTo8Bit(), CPListCtrl::Create(), CPEditorPanel::Create(), createCtrlPoints(), vigra_ext::createGammaLUT(), TextureManager::TextureInfo::DefineLevels(), KDTreeSpace::HyperRectangle< KE, TYPE >::display(), celeste::Solver_NU::do_shrinking(), HuginBase::Photometric::InvResponseTransform< VTIn, VTOut >::emitGLSL(), vigra_ext::enforceMonotonicity(), HuginBase::Nona::estScaleFactorForFullFrame(), PanoDetector::FilterMatchesInPair(), GenerateThumbnail(), HuginBase::getCPoutsideLimit(), HuginBase::getCPoutsideLimit_pair(), HuginBase::PanoramaOptions::getFormatFromName(), vigra_ext::getMaxComponent(), HuginBase::Panorama::getMaxExposureDifference(), TextureManager::GetMaxTotalTexels(), HuginBase::Panorama::getNextCPTypeLineNumber(), hugin_utils::getPathPrefix(), PreviewEditCPTool::GetSelectedROI(), InputImage::getValue(), GreatCircleArc::GreatCircleArc(), imageCacheEntry2wxImage(), HuginBase::ImageCache::importAndConvertAlphaImage(), HuginBase::ImageCache::importAndConvertImage(), HuginBase::Photometric::ResponseTransform< VTIn >::initWithSrcImg(), PanoDetector::LoadKeypoints(), PanoDetector::loadProject(), main(), vigra_ext::MergeImages(), multiclass_probability(), vigra_ext::normalizeValue(), MaskImageCtrl::OnChar(), PreviewFrame::OnRangeCompressionDecrease(), GLPreviewFrame::OnRangeCompressionDecrease(), CPListFrame::OnSelectButton(), vigra_ext::detail::CombineMasks::operator()(), vigra_ext::poisson::MaskGreaterAccessor< PixelType >::operator()(), vigra_ext::poisson::MaskSmallerAccessor< PixelType >::operator()(), wxcode::wxTreeListMainWindow::PaintItem(), wxcode::wxTreeListMainWindow::PaintLevel(), GLPreviewFrame::panoramaChanged(), PointFineTuneProjectionAware(), PanoCommand::DistributeImagesCmd::processPanorama(), KDTreeSpace::KDTree< KE, VTYPE >::recurseNearestNeighboursBBF(), enblend::reduce(), reduceFilesToHDR(), vigra_ext::reduceROIImages(), HuginBase::Nona::RemappedPanoImage< RemapImage, AlphaImage >::remapImage(), ResaveImageFill(), MaskImageCtrl::rescaleImage(), CPImageCtrl::rescaleImage(), MinStacker< ValueType >::reset(), vigra_ext::detail::ResizeImage(), BatchFrame::RestoreSize(), SaveFinalImage(), HuginBase::LensDB::SaveLensDataFromPano(), celeste::Solver_NU::select_working_set(), MaskImageCtrl::SelectPointsInsideMouseRect(), PanosphereOverviewVisualizationState::setFOV(), VisualizationState::SetZoomLevel(), celeste::Solver::Solve(), GreatCircleArc::squareDistance(), HuginBase::Nona::ReduceStitcher< ImageType, AlphaType >::stitch(), hugin_utils::stripPath(), svm_predict_probability(), HuginBase::Nona::traceImageOutline(), vigra_ext::transformImageAlphaGPUIntern(), PanoPanel::UpdateDisplay(), SplitButton::UpdateMinSize(), PreviewPanel::updatePreview(), ImagesPanel::UpdatePreviewImage(), GLPreviewFrame::UpdateRoiDisplay(), celeste::PGMImage::Write(), and celeste::PGMImage::WriteScaled().
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inlinestatic |
Definition at line 62 of file svm.cpp.
Referenced by HuginLines::_getVerticalLines(), PreviewIdentifyTool::AfterDrawImagesEvent(), vigra_ext::ApplyGammaFunctor< vigra::UInt16, vigra::UInt8 >::ApplyGammaFunctor(), OptimizePanel::AskApplyResult(), HuginBase::CalculateOptimalROI::autocrop(), vigra_ext::poisson::BuildSeamPyramid(), celeste::Solver::calculate_rho(), celeste::Solver_NU::calculate_rho(), HuginBase::Photometric::ResponseTransform< VTIn >::calcVigFactor(), HuginLines::ccdist(), HuginBase::convertTo8Bit(), vigra_ext::ConvertTo8Bit(), CPEvent::CPEvent(), ProjectionGridTool::createTexture(), TextureManager::TextureInfo::DefineLevels(), hugin_utils::doubleToString(), DisplayedControlPoint::Draw(), DisplayedControlPoint::DrawLineSegment(), PreviewPanel::DrawPreview(), DisplayedControlPoint::DrawTextMag(), CPEditorPanel::estimateAndAddOtherPoint(), HuginBase::estimateImageAlpha(), HuginBase::CalculateFitPanorama::fitPano(), GenerateThumbnail(), getCelesteMask(), HuginBase::getCPoutsideLimit(), HuginBase::getCPoutsideLimit_pair(), HuginLines::VerticalLine::GetEstimatedDistance(), PanoOperation::AssignStacksOperation::GetInternalCommand(), HuginBase::Panorama::getMaxExposureDifference(), vigra_ext::getMinComponent(), PreviewEditCPTool::GetSelectedROI(), GreatCircleArc::GreatCircleArc(), HuginBase::SrcPanoImage::isInside(), loadImagesPyr(), PanoDetector::loadProject(), main(), PanoDetector::matchPrealigned(), CPEditorPanel::NewPointChange(), PreviewFrame::OnRangeCompressionIncrease(), GLPreviewFrame::OnRangeCompressionIncrease(), CPListFrame::OnSelectButton(), optGetError(), PointFineTuneProjectionAware(), MaskLoadDialog::ProcessMask(), PanoCommand::DistributeImagesCmd::processPanorama(), reduceFilesToHDR(), HuginBase::Nona::RemappedPanoImage< RemapImage, AlphaImage >::remapImage(), ResaveImageFill(), MaxStacker< ValueType >::reset(), BatchFrame::RestoreSize(), OptimizePhotometricPanel::runOptimizer(), HuginBase::LensDB::SaveLensDataFromPano(), MaskImageCtrl::SelectPointsInsideMouseRect(), PanosphereOverviewVisualizationState::setFOV(), HuginBase::PanoramaOptions::setHFOV(), HuginBase::PanoramaOptions::setVFOV(), VisualizationState::SetViewingCenter(), VisualizationState::SetZoomLevel(), celeste::Solver::Solve(), solve_nu_svc(), solve_nu_svr(), svm_check_parameter(), svm_predict_probability(), HuginBase::Nona::traceImageOutline(), vigra_ext::transformImageAlphaGPUIntern(), PreferencesDialog::UpdateDisplayData(), PreviewPanel::updatePreview(), celeste::PGMImage::Write(), and celeste::PGMImage::WriteScaled().
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static |
void celeste::Permute | ( | int * | array, |
size_t | size | ||
) |
Definition at line 46 of file Utilities.cpp.
References cmp(), celeste::tmp::p, and celeste::tmp::r.
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inlinestatic |
Definition at line 73 of file svm.cpp.
Referenced by celeste::Kernel::k_function(), and celeste::Kernel::kernel_poly().
void celeste::prepareCelesteImage | ( | vigra::UInt16RGBImage & | rgb, |
vigra::UInt16RGBImage & | luv, | ||
int & | resize_dimension, | ||
double & | sizefactor, | ||
bool | verbose | ||
) |
Definition at line 66 of file Celeste.cpp.
References vigra::omp::copyImage(), vigra_ext::destImage(), vigra_ext::destImageRange(), vigra_ext::srcImageRange(), and vigra_ext::transformImage().
Referenced by getCelesteControlPoints(), and getCelesteMask().
void celeste::prepareGaborImage | ( | vigra::UInt16RGBImage & | luv, |
float **& | pixels | ||
) |
Definition at line 138 of file Celeste.cpp.
References CreateMatrix().
Referenced by getCelesteControlPoints(), and getCelesteMask().
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static |
Definition at line 88 of file svm.cpp.
Referenced by svm_set_print_string_function().
float * celeste::ProcessChannel | ( | float ** | image, |
int | w, | ||
int | h, | ||
int | gNumLocs, | ||
int **& | gLocations, | ||
int | gRadius, | ||
float * | response, | ||
int * | len | ||
) |
Definition at line 33 of file Gabor.cpp.
References celeste::GaborJet::Filter(), gA, celeste::ContrastFilter::GetContrast(), celeste::ContrastFilter::GetHeight(), celeste::GaborJet::GetResponse(), celeste::ContrastFilter::GetWidth(), gF, gL, gS, gU, vigra_ext::EMoR::h, celeste::GaborJet::Initialize(), kSaveFilter, response(), and celeste::ContrastFilter::Save().
Referenced by getCelesteControlPoints(), getCelesteMask(), and main().
bool celeste::read_model_header | ( | FILE * | fp, |
svm_model * | model | ||
) |
Definition at line 2811 of file svm.cpp.
References celeste::svm_parameter::coef0, celeste::svm_parameter::degree, FSCANF, celeste::svm_parameter::gamma, celeste::svm_parameter::kernel_type, kernel_type_table, celeste::svm_model::l, celeste::svm_model::label, Malloc, celeste::svm_model::nr_class, celeste::svm_model::nSV, celeste::svm_model::param, celeste::svm_model::probA, celeste::svm_model::probB, celeste::svm_model::rho, celeste::svm_parameter::svm_type, and svm_type_table.
Referenced by svm_load_model().
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static |
Definition at line 2787 of file svm.cpp.
References line, and max_line_len.
Referenced by svm_load_model().
void celeste::ResetMatrix | ( | int ** | matrix, |
int | val, | ||
int | row, | ||
int | col | ||
) |
Definition at line 114 of file Utilities.cpp.
void celeste::ResetMatrix | ( | float ** | matrix, |
float | val, | ||
int | row, | ||
int | col | ||
) |
Definition at line 143 of file Utilities.cpp.
float celeste::ReturnDistance | ( | float * | pat1, |
float * | pat2, | ||
int | size | ||
) |
Definition at line 159 of file Utilities.cpp.
double celeste::SafeAbs | ( | double | val1, |
double | val2 | ||
) |
Definition at line 244 of file Utilities.cpp.
float celeste::SafeAbs | ( | float | val1, |
float | val2 | ||
) |
Definition at line 252 of file Utilities.cpp.
int celeste::SafeAbs | ( | int | val1, |
int | val2 | ||
) |
Definition at line 260 of file Utilities.cpp.
double celeste::SafeAbs | ( | double | val | ) |
Definition at line 268 of file Utilities.cpp.
float celeste::SafeAbs | ( | float | val | ) |
Definition at line 274 of file Utilities.cpp.
int celeste::SafeAbs | ( | int | val | ) |
Definition at line 280 of file Utilities.cpp.
void celeste::SetStreamDefaults | ( | std::ostream & | os | ) |
Definition at line 233 of file Utilities.cpp.
References gPrecision, and gWidth.
float celeste::Sigmoid | ( | float | act | ) |
Definition at line 82 of file Utilities.cpp.
float celeste::Sigmoid | ( | float | beta, |
float | a_pot | ||
) |
Definition at line 90 of file Utilities.cpp.
float celeste::Sigmoid | ( | float | beta, |
float | a_pot, | ||
float | thresh | ||
) |
Definition at line 95 of file Utilities.cpp.
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Definition at line 1867 of file svm.cpp.
Referenced by svm_predict_probability().
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Definition at line 1752 of file svm.cpp.
References info(), vigra_ext::log(), log1p, Malloc, and sigma.
Referenced by svm_binary_svc_probability().
void celeste::SkipComments | ( | std::ifstream * | infile | ) |
Definition at line 170 of file Utilities.cpp.
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Definition at line 1487 of file svm.cpp.
References celeste::svm_parameter::eps, info(), celeste::svm_problem::l, celeste::svm_parameter::shrinking, celeste::Solver::Solve(), and celeste::svm_problem::y.
Referenced by svm_train_one().
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Definition at line 1609 of file svm.cpp.
References celeste::svm_parameter::C, celeste::svm_parameter::eps, info(), celeste::svm_problem::l, celeste::svm_parameter::p, celeste::svm_parameter::shrinking, celeste::Solver::Solve(), and celeste::svm_problem::y.
Referenced by svm_train_one().
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Definition at line 1522 of file svm.cpp.
References celeste::svm_parameter::eps, info(), celeste::svm_problem::l, min(), celeste::svm_parameter::nu, celeste::Solver::SolutionInfo::obj, celeste::Solver::SolutionInfo::r, celeste::Solver::SolutionInfo::rho, celeste::svm_parameter::shrinking, celeste::Solver_NU::Solve(), celeste::Solver::SolutionInfo::upper_bound_n, celeste::Solver::SolutionInfo::upper_bound_p, and celeste::svm_problem::y.
Referenced by svm_train_one().
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Definition at line 1647 of file svm.cpp.
References celeste::svm_parameter::C, celeste::svm_parameter::eps, info(), celeste::svm_problem::l, min(), celeste::svm_parameter::nu, celeste::Solver::SolutionInfo::r, celeste::svm_parameter::shrinking, celeste::Solver_NU::Solve(), and celeste::svm_problem::y.
Referenced by svm_train_one().
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Definition at line 1577 of file svm.cpp.
References celeste::svm_parameter::eps, celeste::svm_problem::l, celeste::svm_parameter::nu, celeste::svm_parameter::shrinking, and celeste::Solver::Solve().
Referenced by svm_train_one().
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Definition at line 1942 of file svm.cpp.
References celeste::svm_parameter::C, celeste::svm_problem::l, celeste::svm_model::label, Malloc, celeste::svm_parameter::nr_weight, celeste::svm_parameter::probability, sigmoid_train(), svm_destroy_param(), svm_free_and_destroy_model(), svm_predict_values(), svm_train(), swap(), celeste::svm_parameter::weight, celeste::svm_parameter::weight_label, celeste::svm_problem::x, and celeste::svm_problem::y.
Referenced by svm_train().
const char* celeste::svm_check_parameter | ( | const struct svm_problem * | prob, |
const struct svm_parameter * | param | ||
) |
const char* celeste::svm_check_parameter | ( | const svm_problem * | prob, |
const svm_parameter * | param | ||
) |
Definition at line 3089 of file svm.cpp.
References celeste::svm_parameter::C, C_SVC, celeste::svm_parameter::cache_size, celeste::svm_parameter::degree, celeste::svm_parameter::eps, EPSILON_SVR, celeste::svm_parameter::gamma, celeste::svm_parameter::kernel_type, celeste::svm_problem::l, LINEAR, Malloc, min(), celeste::svm_parameter::nu, NU_SVC, NU_SVR, ONE_CLASS, celeste::svm_parameter::p, POLY, PRECOMPUTED, celeste::svm_parameter::probability, RBF, celeste::svm_parameter::shrinking, SIGMOID, celeste::svm_parameter::svm_type, and celeste::svm_problem::y.
int celeste::svm_check_probability_model | ( | const struct svm_model * | model | ) |
int celeste::svm_check_probability_model | ( | const svm_model * | model | ) |
Definition at line 3210 of file svm.cpp.
References C_SVC, EPSILON_SVR, NU_SVC, NU_SVR, celeste::svm_model::param, celeste::svm_model::probA, celeste::svm_model::probB, and celeste::svm_parameter::svm_type.
void celeste::svm_cross_validation | ( | const struct svm_problem * | prob, |
const struct svm_parameter * | param, | ||
int | nr_fold, | ||
double * | target | ||
) |
void celeste::svm_cross_validation | ( | const svm_problem * | prob, |
const svm_parameter * | param, | ||
int | nr_fold, | ||
double * | target | ||
) |
Definition at line 2388 of file svm.cpp.
References C_SVC, celeste::svm_problem::l, Malloc, NU_SVC, celeste::svm_parameter::probability, svm_free_and_destroy_model(), svm_get_nr_class(), svm_group_classes(), svm_predict(), svm_predict_probability(), svm_train(), celeste::svm_parameter::svm_type, swap(), celeste::svm_problem::x, and celeste::svm_problem::y.
Referenced by svm_svr_probability().
void celeste::svm_destroy_param | ( | svm_parameter * | param | ) |
Definition at line 3083 of file svm.cpp.
References celeste::svm_parameter::weight, and celeste::svm_parameter::weight_label.
Referenced by svm_binary_svc_probability().
void celeste::svm_free_and_destroy_model | ( | svm_model ** | model_ptr_ptr | ) |
Definition at line 3073 of file svm.cpp.
References svm_free_model_content().
Referenced by destroySVMmodel(), svm_binary_svc_probability(), and svm_cross_validation().
void celeste::svm_free_model_content | ( | svm_model * | model_ptr | ) |
Definition at line 3038 of file svm.cpp.
References celeste::svm_model::free_sv, celeste::svm_model::l, celeste::svm_model::label, celeste::svm_model::nr_class, celeste::svm_model::nSV, celeste::svm_model::probA, celeste::svm_model::probB, celeste::svm_model::rho, celeste::svm_model::SV, celeste::svm_model::sv_coef, and celeste::svm_model::sv_indices.
Referenced by svm_free_and_destroy_model().
void celeste::svm_get_labels | ( | const struct svm_model * | model, |
int * | label | ||
) |
void celeste::svm_get_labels | ( | const svm_model * | model, |
int * | label | ||
) |
Definition at line 2519 of file svm.cpp.
References celeste::svm_model::label, and celeste::svm_model::nr_class.
int celeste::svm_get_nr_class | ( | const struct svm_model * | model | ) |
int celeste::svm_get_nr_class | ( | const svm_model * | model | ) |
Definition at line 2514 of file svm.cpp.
References celeste::svm_model::nr_class.
Referenced by classifySVM(), and svm_cross_validation().
int celeste::svm_get_nr_sv | ( | const struct svm_model * | model | ) |
int celeste::svm_get_nr_sv | ( | const svm_model * | model | ) |
Definition at line 2533 of file svm.cpp.
References celeste::svm_model::l.
void celeste::svm_get_sv_indices | ( | const struct svm_model * | model, |
int * | sv_indices | ||
) |
void celeste::svm_get_sv_indices | ( | const svm_model * | model, |
int * | indices | ||
) |
Definition at line 2526 of file svm.cpp.
References celeste::svm_model::l, and celeste::svm_model::sv_indices.
int celeste::svm_get_svm_type | ( | const struct svm_model * | model | ) |
int celeste::svm_get_svm_type | ( | const svm_model * | model | ) |
Definition at line 2509 of file svm.cpp.
References celeste::svm_model::param, and celeste::svm_parameter::svm_type.
double celeste::svm_get_svr_probability | ( | const struct svm_model * | model | ) |
double celeste::svm_get_svr_probability | ( | const svm_model * | model | ) |
Definition at line 2538 of file svm.cpp.
References EPSILON_SVR, NU_SVR, celeste::svm_model::param, celeste::svm_model::probA, and celeste::svm_parameter::svm_type.
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Definition at line 2063 of file svm.cpp.
References celeste::svm_problem::l, Malloc, swap(), and celeste::svm_problem::y.
Referenced by svm_cross_validation(), and svm_train().
struct svm_model * celeste::svm_load_model | ( | const char * | model_file_name | ) |
Definition at line 2933 of file svm.cpp.
References celeste::svm_model::free_sv, celeste::svm_node::index, celeste::svm_model::l, celeste::svm_model::label, line, Malloc, max_line_len, celeste::svm_model::nr_class, celeste::svm_model::nSV, celeste::svm_model::probA, celeste::svm_model::probB, read_model_header(), readline(), celeste::svm_model::rho, celeste::svm_model::SV, celeste::svm_model::sv_coef, celeste::svm_model::sv_indices, and celeste::svm_node::value.
Referenced by loadSVMmodel().
double celeste::svm_predict | ( | const struct svm_model * | model, |
const struct svm_node * | x | ||
) |
double celeste::svm_predict | ( | const svm_model * | model, |
const svm_node * | x | ||
) |
Definition at line 2626 of file svm.cpp.
References EPSILON_SVR, Malloc, celeste::svm_model::nr_class, NU_SVR, ONE_CLASS, celeste::svm_model::param, svm_predict_values(), and celeste::svm_parameter::svm_type.
Referenced by svm_cross_validation(), and svm_predict_probability().
double celeste::svm_predict_probability | ( | const struct svm_model * | model, |
const struct svm_node * | x, | ||
double * | prob_estimates | ||
) |
double celeste::svm_predict_probability | ( | const svm_model * | model, |
const svm_node * | x, | ||
double * | prob_estimates | ||
) |
Definition at line 2641 of file svm.cpp.
References C_SVC, celeste::svm_model::label, Malloc, max(), min(), multiclass_probability(), celeste::svm_model::nr_class, NU_SVC, celeste::svm_model::param, celeste::svm_model::probA, celeste::svm_model::probB, sigmoid_predict(), svm_predict(), svm_predict_values(), and celeste::svm_parameter::svm_type.
Referenced by classifySVM(), and svm_cross_validation().
double celeste::svm_predict_values | ( | const struct svm_model * | model, |
const struct svm_node * | x, | ||
double * | dec_values | ||
) |
double celeste::svm_predict_values | ( | const svm_model * | model, |
const svm_node * | x, | ||
double * | dec_values | ||
) |
Definition at line 2550 of file svm.cpp.
References EPSILON_SVR, celeste::Kernel::k_function(), celeste::svm_model::l, celeste::svm_model::label, Malloc, celeste::svm_model::nr_class, celeste::svm_model::nSV, NU_SVR, ONE_CLASS, celeste::svm_model::param, celeste::svm_model::rho, celeste::svm_model::SV, celeste::svm_model::sv_coef, and celeste::svm_parameter::svm_type.
Referenced by svm_binary_svc_probability(), svm_predict(), and svm_predict_probability().
int celeste::svm_save_model | ( | const char * | model_file_name, |
const struct svm_model * | model | ||
) |
int celeste::svm_save_model | ( | const char * | model_file_name, |
const svm_model * | model | ||
) |
Definition at line 2690 of file svm.cpp.
References celeste::svm_parameter::coef0, celeste::svm_parameter::degree, celeste::svm_parameter::gamma, celeste::svm_node::index, celeste::svm_parameter::kernel_type, kernel_type_table, celeste::svm_model::l, celeste::svm_model::label, celeste::svm_model::nr_class, celeste::svm_model::nSV, celeste::svm_model::param, POLY, PRECOMPUTED, celeste::svm_model::probA, celeste::svm_model::probB, RBF, celeste::svm_model::rho, SIGMOID, celeste::svm_model::SV, celeste::svm_model::sv_coef, celeste::svm_parameter::svm_type, svm_type_table, and celeste::svm_node::value.
void celeste::svm_set_print_string_function | ( | void(*)(const char *) | print_func | ) |
Definition at line 3218 of file svm.cpp.
References print_string_stdout(), and svm_print_string.
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Definition at line 2029 of file svm.cpp.
References info(), celeste::svm_problem::l, Malloc, celeste::svm_parameter::probability, svm_cross_validation(), and celeste::svm_problem::y.
Referenced by svm_train().
struct svm_model* celeste::svm_train | ( | const struct svm_problem * | prob, |
const struct svm_parameter * | param | ||
) |
svm_model* celeste::svm_train | ( | const svm_problem * | prob, |
const svm_parameter * | param | ||
) |
Definition at line 2141 of file svm.cpp.
References celeste::decision_function::alpha, celeste::svm_parameter::C, EPSILON_SVR, celeste::svm_model::free_sv, info(), celeste::svm_problem::l, celeste::svm_model::l, celeste::svm_model::label, Malloc, celeste::svm_model::nr_class, celeste::svm_model::nSV, NU_SVR, ONE_CLASS, celeste::svm_model::param, celeste::svm_model::probA, celeste::svm_parameter::probability, celeste::svm_model::probB, celeste::svm_model::rho, celeste::decision_function::rho, celeste::svm_model::SV, celeste::svm_model::sv_coef, celeste::svm_model::sv_indices, svm_binary_svc_probability(), svm_group_classes(), svm_svr_probability(), svm_train_one(), celeste::svm_parameter::svm_type, celeste::svm_parameter::weight, celeste::svm_parameter::weight_label, celeste::svm_problem::x, and celeste::svm_problem::y.
Referenced by svm_binary_svc_probability(), and svm_cross_validation().
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Definition at line 1694 of file svm.cpp.
References celeste::decision_function::alpha, C_SVC, EPSILON_SVR, info(), celeste::svm_problem::l, Malloc, NU_SVC, NU_SVR, celeste::Solver::SolutionInfo::obj, ONE_CLASS, celeste::Solver::SolutionInfo::rho, celeste::decision_function::rho, solve_c_svc(), solve_epsilon_svr(), solve_nu_svc(), solve_nu_svr(), solve_one_class(), celeste::svm_parameter::svm_type, celeste::Solver::SolutionInfo::upper_bound_n, celeste::Solver::SolutionInfo::upper_bound_p, and celeste::svm_problem::y.
Referenced by svm_train().
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Definition at line 67 of file svm.cpp.
Referenced by drawLine(), celeste::Cache::get_data(), loadImagesPyr(), main(), PossiblePano::PopulateListCtrl(), svm_binary_svc_probability(), svm_cross_validation(), svm_group_classes(), celeste::Cache::swap_index(), celeste::Kernel::swap_index(), celeste::Solver::swap_index(), celeste::SVC_Q::swap_index(), celeste::ONE_CLASS_Q::swap_index(), and celeste::SVR_Q::swap_index().
float celeste::CONTRAST[9][9] |
Definition at line 32 of file ContrastFilter.cpp.
Referenced by celeste::ContrastFilter::ApplyFilter().
int celeste::gA = 8 |
Definition at line 37 of file CelesteGlobals.cpp.
Referenced by ProcessChannel().
int celeste::gF = 6 |
Definition at line 40 of file CelesteGlobals.cpp.
Referenced by ProcessChannel().
float celeste::gL = 0.1f |
Definition at line 43 of file CelesteGlobals.cpp.
Referenced by ProcessChannel().
std::streamsize celeste::gPrecision |
Definition at line 34 of file Utilities.cpp.
Referenced by GetStreamDefaults(), and SetStreamDefaults().
float celeste::gS = 18.0 |
Definition at line 34 of file CelesteGlobals.cpp.
Referenced by ProcessChannel().
float celeste::gU = 1.8f |
Definition at line 46 of file CelesteGlobals.cpp.
Referenced by ProcessChannel().
std::streamsize celeste::gWidth |
Definition at line 35 of file Utilities.cpp.
Referenced by GetStreamDefaults(), and SetStreamDefaults().
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Definition at line 2685 of file svm.cpp.
Referenced by read_model_header(), and svm_save_model().
bool celeste::kSaveFilter = false |
Definition at line 28 of file CelesteGlobals.cpp.
Referenced by ProcessChannel().
bool celeste::kVerbosity = false |
Definition at line 29 of file CelesteGlobals.cpp.
Referenced by celeste::GaborJet::Filter().
int celeste::libsvm_version = LIBSVM_VERSION |
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Definition at line 2784 of file svm.cpp.
Referenced by PreviewControlPointTool::AfterDrawImagesEvent(), PreviewLayoutLinesTool::BeforeDrawImageEvent(), OverviewOutlinesTool::DrawRect(), LensCalImageCtrl::DrawView(), HuginLines::edgeMap2linePts(), HuginQueue::detail::GenerateFinalArgfile(), GreatCircleArc::GreatCircleArc(), HuginBase::LensDB::LensDB::Database::ImportFromFile(), HuginLines::linePts2lineList(), SelectAspectRatioDialog::LoadAspectRatios(), HuginBase::LoadMaskFromStream(), PreviewLayoutLinesTool::MouseButtonEvent(), PreviewLayoutLinesTool::MouseMoveEvent(), BatchFrame::OnButtonAddCommand(), PluginItem::ParseMetadata(), IniParser::Read(), readline(), readPGMHeader(), svm_load_model(), and PreviewLayoutLinesTool::updateLineInformation().
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Definition at line 2785 of file svm.cpp.
Referenced by readline(), and svm_load_model().
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Definition at line 93 of file svm.cpp.
Referenced by svm_set_print_string_function().
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Definition at line 2680 of file svm.cpp.
Referenced by read_model_header(), and svm_save_model().