vqtrain.h File Reference

Definitions of a vector quantizer training functions. More...

#include <itpp/base/vec.h>
#include <itpp/base/mat.h>
#include <itpp/base/array.h>

Go to the source code of this file.

Functions
double	itpp::kmeansiter (Array< vec > &DB, mat &codebook)
	ADD DOCUMENTATION HERE.
mat	itpp::kmeans (Array< vec > &DB, int SIZE, int NOITER=9999, bool VERBOSE=true)
	ADD DOCUMENTATION HERE.
mat	itpp::lbg (Array< vec > &DB, int SIZE, int NOITER=9999, bool VERBOSE=true)
	ADD DOCUMENTATION HERE.
mat	itpp::vqtrain (Array< vec > &DB, int SIZE, int NOITER, double STARTSTEP=0.2, bool VERBOSE=true)
	Function for vector quantization training.
vec	itpp::sqtrain (const vec &inDB, int SIZE)
	ADD DOCUMENTATION HERE.
ivec	itpp::bitalloc (const vec &variances, int nobits)
	ADD DOCUMENTATION HERE.

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Detailed Description

Definitions of a vector quantizer training functions.

Author:

Thomas Eriksson

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Copyright (C) 1995-2008 (see AUTHORS file for a list of contributors)

This file is part of IT++ - a C++ library of mathematical, signal processing, speech processing, and communications classes and functions.

IT++ is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

IT++ is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with IT++. If not, see <http://www.gnu.org/licenses/>.

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