itpp/html/vqtrain_8h_source.html

#ifndef VQTRAIN_H

#define VQTRAIN_H


#include <itpp/base/vec.h>

#include <itpp/base/mat.h>

#include <itpp/base/array.h>

#include <itpp/itexports.h>


namespace itpp

{


ITPP_EXPORT double kmeansiter(Array<vec> &DB, mat &codebook);

ITPP_EXPORT mat kmeans(Array<vec> &DB, int SIZE, int NOITER = 9999, bool VERBOSE = true);

ITPP_EXPORT mat lbg(Array<vec> &DB, int SIZE, int NOITER = 9999, bool VERBOSE = true);


ITPP_EXPORT mat vqtrain(Array<vec> &DB, int SIZE, int NOITER, double STARTSTEP = 0.2, bool VERBOSE = true);


ITPP_EXPORT vec sqtrain(const vec &inDB, int SIZE);


ITPP_EXPORT ivec bitalloc(const vec& variances, int nobits);


} // namespace itpp


#endif // #ifndef VQTRAIN_H

array.h
Definition of Array class (container).

itpp::Array
General array class.
Definition array.h:105

itpp::vqtrain
ITPP_EXPORT mat vqtrain(Array< vec > &DB, int SIZE, int NOITER, double STARTSTEP=0.2, bool VERBOSE=true)
Function for vector quantization training.

mat.h
Matrix Class Definitions.

itpp
itpp namespace
Definition itmex.h:37

itpp::lbg
ITPP_EXPORT mat lbg(Array< vec > &DB, int SIZE, int NOITER=9999, bool VERBOSE=true)
ADD DOCUMENTATION HERE.

itpp::kmeansiter
ITPP_EXPORT double kmeansiter(Array< vec > &DB, mat &codebook)
ADD DOCUMENTATION HERE.

itpp::kmeans
ITPP_EXPORT mat kmeans(Array< vec > &DB, int SIZE, int NOITER=9999, bool VERBOSE=true)
ADD DOCUMENTATION HERE.

itpp::bitalloc
ITPP_EXPORT ivec bitalloc(const vec &variances, int nobits)
ADD DOCUMENTATION HERE.

itpp::sqtrain
ITPP_EXPORT vec sqtrain(const vec &inDB, int SIZE)
ADD DOCUMENTATION HERE.

vec.h
Templated Vector Class Definitions.