add documentation

fix typo
This commit is contained in:
Massimiliano Corsini 2006-11-28 09:47:42 +00:00
parent b50b9a7d8b
commit d179389424
1 changed files with 127 additions and 32 deletions

View File

@ -24,6 +24,9 @@
History
$Log: not supported by cvs2svn $
Revision 1.14 2006/05/04 00:09:53 cignoni
minor change: removed unused vars
Revision 1.13 2006/03/29 09:25:47 zifnab1974
extra includes necessary for compilation of meshlab on AMD 64 with gcc 3.4.5
@ -74,40 +77,105 @@ Initial Release
#include <algorithm>
#include <assert.h>
#include <string>
namespace vcg {
/**
*/
* Histogram.
*
* This class implements a single-value histogram.
*/
template <class ScalarType>
class Histogram {
class Histogram
{
// public data members
public:
std::vector <int> H; /// counters for bins
std::vector <ScalarType> R; /// Range for bins (
//! Counters for bins.
std::vector <int> H;
//! Range for bins.
std::vector <ScalarType> R;
//! Minimum value.
ScalarType minv;
//! Maximum value.
ScalarType maxv;
int n; // numero di intervalli
int cnt; // numero di campioni accumulati
//! Number of intervals.
int n;
//! Number of accumulated samples.
int cnt;
//! Average.
ScalarType avg;
//! Root mean square.
ScalarType rms;
// public methods
public:
/**
* Set the histogram values.
*
* This method is used to correctly initialize the bins of the histogram.
*/
void SetRange(ScalarType _minv, ScalarType _maxv, int _n);
/**
* Set the histogram values.
*
* This method is used to correctly initialize the bins of the histogram.
* The \a gamma parameter is applied to modify the ranges of the bins.
*/
void SetRange(ScalarType _minv, ScalarType _maxv, int _n, ScalarType gamma);
/**
* Returns the index of the bin which contains a given value.
*/
int Interize(ScalarType val);
/**
* Add a new value to the histogram.
*
* The statistics related to the histogram data (average, RMS, etc.) are
* also updated.
*/
void Add(ScalarType v);
/**
* Returns the value corresponding to a given percentile of the data.
*
* The percentile range between 0 and 1.
*/
ScalarType Percentile(ScalarType frac) const;
ScalarType Avg() { return avg/cnt; }
ScalarType RMS() { return sqrt(rms/double(cnt));}
ScalarType Variance() { return fabs(rms/cnt-Avg()*Avg()); }
ScalarType StandardDeviation() { return sqrt(Variance()); }
//! Returns the average of the data.
ScalarType Avg(){ return avg/cnt;}
//! Returns the Root Mean Square of the data.
ScalarType RMS(){ return sqrt(rms/double(cnt));}
//! Returns the variance of the data.
ScalarType Variance(){ return fabs(rms/cnt-Avg()*Avg());}
//! Returns the standard deviation of the data.
ScalarType StandardDeviation(){ return sqrt(Variance());}
void FileWrite(const std::string &filename);
//! Dump the histogram to a file.
void FileWrite(const std::string &filename);
//! Reset histogram data.
void Clear();
};
template <class ScalarType>
void Histogram<ScalarType> ::Clear()
void Histogram<ScalarType>::Clear()
{
H.clear();
R.clear();
@ -118,49 +186,63 @@ void Histogram<ScalarType> ::Clear()
minv=0;
maxv=1;
}
template <class ScalarType>
void Histogram<ScalarType>::SetRange(ScalarType _minv, ScalarType _maxv, int _n)
{
// reset data
Clear();
// set bins
minv=_minv;maxv=_maxv;n=_n;
H.resize(n+1);
fill(H.begin(),H.end(),0);
R.resize(n+1);
ScalarType dlt=(maxv-minv)/n;
for(int i=0;i<n+1;++i)
for(int i=0; i<n+1; ++i)
R[i]=minv+dlt*i;
}
template <class ScalarType>
void Histogram<ScalarType>::SetRange(ScalarType _minv, ScalarType _maxv, int _n, ScalarType gamma)
{
// reset data
Clear();
minv=_minv;maxv=_maxv;n=_n;
H.resize(n+1);
fill(H.begin(),H.end(),0);
R.resize(n+1);
double dlt=(maxv-minv);
for(int i=0;i<n+1;++i)
R[i]=minv+dlt*pow(ScalarType(i)/n,gamma);
}
template <class ScalarType>
int Histogram<ScalarType>::Interize(ScalarType val)
{
int pos = lower_bound(R.begin(),R.end(),val) - R.begin() - 1;
if(pos>n) pos=n;
if (pos>n) pos=n;
return pos;
}
template <class ScalarType>
void Histogram<ScalarType>::Add(ScalarType v){
void Histogram<ScalarType>::Add(ScalarType v)
{
int pos= lower_bound(R.begin(),R.end(),v)-R.begin()-1;
if(pos>=0 && pos<=n){
if(pos>=0 && pos<=n)
{
++H[pos];
++cnt;
avg+=v;
rms += v*v;
}
}
@ -169,34 +251,47 @@ void Histogram<ScalarType>::FileWrite(const std::string &filename)
{
FILE *fp;
fp=fopen(filename.c_str(),"w");
for(unsigned int i=0;i<H.size();i++)
for(unsigned int i=0; i<H.size(); i++)
fprintf (fp,"%12.8lf , %12.8lf \n",R[i],double(H[i])/cnt);
fclose(fp);
}
template <class ScalarType>
ScalarType Histogram<ScalarType>::Percentile(ScalarType frac) const
{
if(H.size()==0 && R.size()==0) return 0;
assert(frac>=0 && frac<=1);
if(H.size()==0 && R.size()==0)
return 0;
// check percentile range
assert(frac >= 0 && frac <= 1);
ScalarType sum=0,partsum=0;
int isum=0;
int i;
for(i=0;i<n+1;i++) { sum+=H[i]; isum+=H[i];}
int i;
for(i=0;i<n+1;i++)
{
sum+=H[i];
isum+=H[i];
}
assert(isum==cnt);
// check
assert(isum==cnt);
assert(sum==cnt);
sum*=frac;
for(i=0;i<n;i++) {
partsum+=H[i];
if(partsum>=sum) break;
}
for(i=0; i<n; i++)
{
partsum+=H[i];
if(partsum>=sum) break;
}
return R[i+1];
}
typedef Histogram<double> Histogramd ;
typedef Histogram<float> Histogramf ;
} // end namespace (vcg)
}// end namespace
#endif
#endif /* __VCG_HISTOGRAM */