GestureRecognitionToolkit
Version: 1.0 Revision: 04-03-15
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
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MatrixDouble.h
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/*
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GRT MIT License
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Copyright (c) <2012> <Nicholas Gillian, Media Lab, MIT>
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Permission is hereby granted, free of charge, to any person obtaining a copy of this software
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and associated documentation files (the "Software"), to deal in the Software without restriction,
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including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense,
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and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so,
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subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all copies or substantial
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portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT
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LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
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IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
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WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
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SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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*/
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#ifndef GRT_MATRIX_DOUBLE_HEADER
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#define GRT_MATRIX_DOUBLE_HEADER
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#include "
Matrix.h
"
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#include "MinMax.h"
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#include <iostream>
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#include <string>
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#include <vector>
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#include <algorithm>
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#include <cmath>
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#include "DebugLog.h"
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#include "ErrorLog.h"
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#include "WarningLog.h"
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#include "GRTTypedefs.h"
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#include "FileParser.h"
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#include "ErrorLog.h"
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using namespace
std
;
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namespace
GRT
{
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class
MatrixDouble
:
public
Matrix
<double>{
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public
:
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MatrixDouble
();
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MatrixDouble
(
const
unsigned
int
rows,
const
unsigned
int
cols);
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MatrixDouble
(
const
MatrixDouble
&rhs);
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MatrixDouble
(
const
Matrix<double>
&rhs);
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virtual
~
MatrixDouble
();
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MatrixDouble
& operator=(
const
MatrixDouble
&rhs);
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MatrixDouble
& operator=(
const
Matrix<double>
&rhs);
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MatrixDouble
& operator=(
const
vector< VectorDouble > &rhs);
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//virtual bool resize(const unsigned int rows,const unsigned int cols);
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bool
save(
const
string
&filename)
const
;
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bool
load(
const
string
&filename,
const
char
seperator =
','
);
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bool
saveToCSVFile(
const
string
&filename)
const
;
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bool
loadFromCSVFile(
const
string
&filename,
const
char
seperator =
','
);
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bool
print(
const
string
title=
""
)
const
;
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bool
transpose();
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bool
scale(
const
double
minTarget,
const
double
maxTarget);
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bool
scale(
const
vector< MinMax > &ranges,
const
double
minTarget,
const
double
maxTarget);
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bool
znorm(
const
double
alpha = 0.001);
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MatrixDouble
multiple(
const
double
value)
const
;
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VectorDouble multiple(
const
VectorDouble &b)
const
;
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MatrixDouble
multiple(
const
MatrixDouble
&b)
const
;
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bool
multiple(
const
MatrixDouble
&a,
const
MatrixDouble
&b,
const
bool
aTranspose =
false
);
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bool
add(
const
MatrixDouble
&b);
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bool
add(
const
MatrixDouble
&a,
const
MatrixDouble
&b);
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bool
subtract(
const
MatrixDouble
&b);
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bool
subtract(
const
MatrixDouble
&a,
const
MatrixDouble
&b);
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double
getMinValue()
const
;
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double
getMaxValue()
const
;
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VectorDouble getMean()
const
;
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VectorDouble getStdDev()
const
;
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MatrixDouble
getCovarianceMatrix()
const
;
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std::vector< MinMax > getRanges()
const
;
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double
getTrace()
const
;
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protected
:
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double
stringToDouble(
const
std::string &value){
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std::stringstream s( value );
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double
d;
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s >> d;
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return
d;
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}
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WarningLog
warningLog;
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ErrorLog
errorLog;
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};
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}
//End of namespace GRT
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#endif //GRT_MATRIX_DOUBLE_HEADER
GRT
Definition:
AdaBoost.cpp:25
Matrix.h
The Matrix class is a basic class for storing any type of data. This class is a template and can ther...
std
GRT::MatrixDouble
Definition:
MatrixDouble.h:42
GRT::Matrix
Definition:
Matrix.h:41
GRT::ErrorLog
Definition:
ErrorLog.h:51
GRT::WarningLog
Definition:
WarningLog.h:51
ngillian
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MatrixDouble.h
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