orb_slam3_details/Thirdparty/DBoW2/DUtils/Random.h

185 lines
3.7 KiB
C++

/*
* File: Random.h
* Project: DUtils library
* Author: Dorian Galvez-Lopez
* Date: April 2010, November 2011
* Description: manages pseudo-random numbers
* License: see the LICENSE.txt file
*
*/
#pragma once
#ifndef __D_RANDOM__
#define __D_RANDOM__
#include <cstdlib>
#include <vector>
namespace DUtils {
/// Functions to generate pseudo-random numbers
class Random
{
public:
class UnrepeatedRandomizer;
public:
/**
* Sets the random number seed to the current time
*/
static void SeedRand();
/**
* Sets the random number seed to the current time only the first
* time this function is called
*/
static void SeedRandOnce();
/**
* Sets the given random number seed
* @param seed
*/
static void SeedRand(int seed);
/**
* Sets the given random number seed only the first time this function
* is called
* @param seed
*/
static void SeedRandOnce(int seed);
/**
* Returns a random number in the range [0..1]
* @return random T number in [0..1]
*/
template <class T>
static T RandomValue(){
return (T)rand()/(T)RAND_MAX;
}
/**
* Returns a random number in the range [min..max]
* @param min
* @param max
* @return random T number in [min..max]
*/
template <class T>
static T RandomValue(T min, T max){
return Random::RandomValue<T>() * (max - min) + min;
}
/**
* Returns a random int in the range [min..max]
* @param min
* @param max
* @return random int in [min..max]
*/
static int RandomInt(int min, int max);
/**
* Returns a random number from a gaussian distribution
* @param mean
* @param sigma standard deviation
*/
template <class T>
static T RandomGaussianValue(T mean, T sigma)
{
// Box-Muller transformation
T x1, x2, w, y1;
do {
x1 = (T)2. * RandomValue<T>() - (T)1.;
x2 = (T)2. * RandomValue<T>() - (T)1.;
w = x1 * x1 + x2 * x2;
} while ( w >= (T)1. || w == (T)0. );
w = sqrt( ((T)-2.0 * log( w ) ) / w );
y1 = x1 * w;
return( mean + y1 * sigma );
}
private:
/// If SeedRandOnce() or SeedRandOnce(int) have already been called
static bool m_already_seeded;
};
// ---------------------------------------------------------------------------
/// Provides pseudo-random numbers with no repetitions
class Random::UnrepeatedRandomizer
{
public:
/**
* Creates a randomizer that returns numbers in the range [min, max]
* @param min
* @param max
*/
UnrepeatedRandomizer(int min, int max);
~UnrepeatedRandomizer(){}
/**
* Copies a randomizer
* @param rnd
*/
UnrepeatedRandomizer(const UnrepeatedRandomizer& rnd);
/**
* Copies a randomizer
* @param rnd
*/
UnrepeatedRandomizer& operator=(const UnrepeatedRandomizer& rnd);
/**
* Returns a random number not given before. If all the possible values
* were already given, the process starts again
* @return unrepeated random number
*/
int get();
/**
* Returns whether all the possible values between min and max were
* already given. If get() is called when empty() is true, the behaviour
* is the same than after creating the randomizer
* @return true iff all the values were returned
*/
inline bool empty() const { return m_values.empty(); }
/**
* Returns the number of values still to be returned
* @return amount of values to return
*/
inline unsigned int left() const { return m_values.size(); }
/**
* Resets the randomizer as it were just created
*/
void reset();
protected:
/**
* Creates the vector with available values
*/
void createValues();
protected:
/// Min of range of values
int m_min;
/// Max of range of values
int m_max;
/// Available values
std::vector<int> m_values;
};
}
#endif