#include <features2d.hpp>
Public Member Functions | |
int | classes () const |
float | countZeroElements () |
void | discardFloatPosteriors () |
void | getFloatSignature (IplImage *patch, float *sig) const |
void | getSignature (IplImage *patch, float *sig) const |
void | getSignature (IplImage *patch, uchar *sig) const |
void | getSparseSignature (IplImage *patch, float *sig, float thresh) const |
int | original_num_classes () const |
void | read (std::istream &is) |
void | read (const char *file_name) |
RTreeClassifier () | |
void | saveAllBytePosteriors (std::string file_url) |
void | saveAllFloatPosteriors (std::string file_url) |
void | setFloatPosteriorsFromTextfile_176 (std::string url) |
void | setQuantization (int num_quant_bits) |
void | train (std::vector< BaseKeypoint > const &base_set, RNG &rng, PatchGenerator &make_patch, int num_trees=RTreeClassifier::DEFAULT_TREES, int depth=RandomizedTree::DEFAULT_DEPTH, int views=RandomizedTree::DEFAULT_VIEWS, size_t reduced_num_dim=RandomizedTree::DEFAULT_REDUCED_NUM_DIM, int num_quant_bits=DEFAULT_NUM_QUANT_BITS) |
void | train (std::vector< BaseKeypoint > const &base_set, RNG &rng, int num_trees=RTreeClassifier::DEFAULT_TREES, int depth=RandomizedTree::DEFAULT_DEPTH, int views=RandomizedTree::DEFAULT_VIEWS, size_t reduced_num_dim=RandomizedTree::DEFAULT_REDUCED_NUM_DIM, int num_quant_bits=DEFAULT_NUM_QUANT_BITS) |
void | write (std::ostream &os) const |
void | write (const char *file_name) const |
Static Public Member Functions | |
static int | countNonZeroElements (float *vec, int n, double tol=1e-10) |
static uchar * | safeSignatureAlloc (int num_sig=1, int sig_len=176) |
static void | safeSignatureAlloc (uchar **sig, int num_sig=1, int sig_len=176) |
Public Attributes | |
std::vector< RandomizedTree > | trees_ |
Static Public Attributes | |
static const size_t | DEFAULT_NUM_QUANT_BITS = 4 |
static const int | DEFAULT_TREES = 48 |
cv::RTreeClassifier::RTreeClassifier | ( | ) |
int cv::RTreeClassifier::classes | ( | ) | const [inline] |
static int cv::RTreeClassifier::countNonZeroElements | ( | float * | vec, | |
int | n, | |||
double | tol = 1e-10 | |||
) | [static] |
float cv::RTreeClassifier::countZeroElements | ( | ) |
void cv::RTreeClassifier::discardFloatPosteriors | ( | ) |
void cv::RTreeClassifier::getFloatSignature | ( | IplImage * | patch, | |
float * | sig | |||
) | const [inline] |
void cv::RTreeClassifier::getSignature | ( | IplImage * | patch, | |
float * | sig | |||
) | const |
void cv::RTreeClassifier::getSparseSignature | ( | IplImage * | patch, | |
float * | sig, | |||
float | thresh | |||
) | const |
int cv::RTreeClassifier::original_num_classes | ( | ) | const [inline] |
void cv::RTreeClassifier::read | ( | std::istream & | is | ) |
void cv::RTreeClassifier::read | ( | const char * | file_name | ) |
static uchar* cv::RTreeClassifier::safeSignatureAlloc | ( | int | num_sig = 1 , |
|
int | sig_len = 176 | |||
) | [inline, static] |
static void cv::RTreeClassifier::safeSignatureAlloc | ( | uchar ** | sig, | |
int | num_sig = 1 , |
|||
int | sig_len = 176 | |||
) | [inline, static] |
void cv::RTreeClassifier::saveAllBytePosteriors | ( | std::string | file_url | ) |
void cv::RTreeClassifier::saveAllFloatPosteriors | ( | std::string | file_url | ) |
void cv::RTreeClassifier::setFloatPosteriorsFromTextfile_176 | ( | std::string | url | ) |
void cv::RTreeClassifier::setQuantization | ( | int | num_quant_bits | ) |
void cv::RTreeClassifier::train | ( | std::vector< BaseKeypoint > const & | base_set, | |
RNG & | rng, | |||
PatchGenerator & | make_patch, | |||
int | num_trees = RTreeClassifier::DEFAULT_TREES , |
|||
int | depth = RandomizedTree::DEFAULT_DEPTH , |
|||
int | views = RandomizedTree::DEFAULT_VIEWS , |
|||
size_t | reduced_num_dim = RandomizedTree::DEFAULT_REDUCED_NUM_DIM , |
|||
int | num_quant_bits = DEFAULT_NUM_QUANT_BITS | |||
) |
void cv::RTreeClassifier::train | ( | std::vector< BaseKeypoint > const & | base_set, | |
RNG & | rng, | |||
int | num_trees = RTreeClassifier::DEFAULT_TREES , |
|||
int | depth = RandomizedTree::DEFAULT_DEPTH , |
|||
int | views = RandomizedTree::DEFAULT_VIEWS , |
|||
size_t | reduced_num_dim = RandomizedTree::DEFAULT_REDUCED_NUM_DIM , |
|||
int | num_quant_bits = DEFAULT_NUM_QUANT_BITS | |||
) |
void cv::RTreeClassifier::write | ( | std::ostream & | os | ) | const |
void cv::RTreeClassifier::write | ( | const char * | file_name | ) | const |
const size_t cv::RTreeClassifier::DEFAULT_NUM_QUANT_BITS = 4 [static] |
const int cv::RTreeClassifier::DEFAULT_TREES = 48 [static] |
std::vector<RandomizedTree> cv::RTreeClassifier::trees_ |