Files
OpenSpace/modules/multiresvolume/rendering/histogram.cpp
2016-04-20 15:21:30 -04:00

222 lines
6.8 KiB
C++

/*****************************************************************************************
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* OpenSpace *
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* Copyright (c) 2015 *
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* Permission is hereby granted, free of charge, to any person obtaining a copy of this *
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, *
* INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A *
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#include <modules/multiresvolume/rendering/histogram.h>
#include <ghoul/logging/logmanager.h>
#include <cmath>
#include <cassert>
namespace {
const std::string _loggerCat = "Histogram";
}
namespace openspace {
Histogram::Histogram()
: _minBin(0)
, _maxBin(0)
, _numBins(-1)
, _data(nullptr) {}
Histogram::Histogram(float minBin, float maxBin, int numBins)
: _minBin(minBin)
, _maxBin(maxBin)
, _numBins(numBins)
, _data(nullptr) {
_data = new float[numBins];
for (int i = 0; i < numBins; ++i) {
_data[i] = 0.0;
}
}
Histogram::Histogram(float minBin, float maxBin, int numBins, float *data)
: _minBin(minBin)
, _maxBin(maxBin)
, _numBins(numBins)
, _data(data) {}
Histogram::Histogram(Histogram&& other) {
_minBin = other._minBin;
_maxBin = other._maxBin;
_numBins = other._numBins;
_data = other._data;
other._data = nullptr;
}
Histogram& Histogram::operator=(Histogram&& other) {
_minBin = other._minBin;
_maxBin = other._maxBin;
_numBins = other._numBins;
_data = other._data;
other._data = nullptr;
return *this;
}
Histogram::~Histogram() {
if (_data) {
delete[] _data;
}
}
int Histogram::numBins() const {
return _numBins;
}
float Histogram::minBin() const {
return _minBin;
}
float Histogram::maxBin() const {
return _maxBin;
}
bool Histogram::isValid() const {
return _numBins != -1;
}
bool Histogram::add(float bin, float value) {
if (bin < _minBin || bin > _maxBin) {
// Out of range
return false;
}
float normalizedBin = (bin - _minBin) / (_maxBin - _minBin); // [0.0, 1.0]
int binIndex = floor(normalizedBin * _numBins); // [0, _numBins]
if (binIndex == _numBins) binIndex--; // [0, _numBins[
_data[binIndex] += value;
return true;
}
bool Histogram::add(const Histogram& histogram) {
if (_minBin == histogram.minBin() && _maxBin == histogram.maxBin() && _numBins == histogram.numBins()) {
const float* data = histogram.data();
for (int i = 0; i < _numBins; i++) {
_data[i] += data[i];
}
return true;
} else {
LERROR("Dimension mismatch");
return false;
}
}
bool Histogram::addRectangle(float lowBin, float highBin, float value) {
if (lowBin == highBin) return true;
if (lowBin > highBin) {
std::swap(lowBin, highBin);
}
if (lowBin < _minBin || highBin > _maxBin) {
// Out of range
return false;
}
float normalizedLowBin = (lowBin - _minBin) / (_maxBin - _minBin);
float normalizedHighBin = (highBin - _minBin) / (_maxBin - _minBin);
float lowBinIndex = normalizedLowBin * _numBins;
float highBinIndex = normalizedHighBin * _numBins;
int fillLow = floor(lowBinIndex);
int fillHigh = ceil(highBinIndex);
for (int i = fillLow; i < fillHigh; i++) {
_data[i] += value;
}
if (lowBinIndex > fillLow) {
float diff = lowBinIndex - fillLow;
_data[fillLow] -= diff * value;
}
if (highBinIndex < fillHigh) {
float diff = -highBinIndex + fillHigh;
_data[fillHigh - 1] -= diff * value;
}
return true;
}
float Histogram::interpolate(float bin) const {
float normalizedBin = (bin - _minBin) / (_maxBin - _minBin);
float binIndex = normalizedBin * _numBins - 0.5; // Center
float interpolator = binIndex - floor(binIndex);
int binLow = floor(binIndex);
int binHigh = ceil(binIndex);
// Clamp bins
if (binLow < 0) binLow = 0;
if (binHigh >= _numBins) binHigh = _numBins - 1;
return (1.0 - interpolator) * _data[binLow] + interpolator * _data[binHigh];
}
float Histogram::sample(int binIndex) const {
assert(binIndex >= 0 && binIndex < _numBins);
return _data[binIndex];
}
const float* Histogram::data() const {
return _data;
}
std::vector<std::pair<float,float>> Histogram::getDecimated(int numBins) const {
// Return a copy of _data decimated as in Ljung 2004
return std::vector<std::pair<float,float>>();
}
void Histogram::normalize() {
float sum = 0.0;
for (int i = 0; i < _numBins; i++) {
sum += _data[i];
}
for (int i = 0; i < _numBins; i++) {
_data[i] /= sum;
}
}
void Histogram::print() const {
std::cout << "number of bins: " << _numBins << std::endl
<< "range: " << _minBin << " - " << _maxBin << std::endl << std::endl;
for (int i = 0; i < _numBins; i++) {
float low = _minBin + float(i) / _numBins * (_maxBin - _minBin);
float high = low + (_maxBin - _minBin) / float(_numBins);
std::cout << "[" << low << ", " << high << "[" << std::endl
<< " " << _data[i] << std::endl;
}
}
}