Stretch and calculate stats on demand

This commit is contained in:
2022-04-06 15:49:58 +02:00
parent 2ff1b993a1
commit 023a616fa0
7 changed files with 63 additions and 37 deletions
+37 -16
View File
@@ -52,17 +52,19 @@ int Type2CV(RawImage::ImgType type)
RawImage::RawImage()
{
m_stats = false;
}
RawImage::RawImage(int w, int h, ImgType type)
{
m_img.create(h, w, Type2CV(type));
m_stats = false;
}
RawImage::RawImage(cv::Mat &img)
{
m_img = img;
calcStats();
m_stats = false;
}
RawImage::RawImage(const RawImage &d)
@@ -73,6 +75,8 @@ RawImage::RawImage(const RawImage &d)
m_median = d.m_median;
m_min = d.m_min;
m_max = d.m_max;
m_mad = d.m_mad;
m_stats = d.m_stats;
}
RawImage::RawImage(const QImage &img)
@@ -91,33 +95,44 @@ RawImage::RawImage(const QImage &img)
for(int i=0; i<tmp.height(); i++)
std::memcpy(m_img.ptr(i), tmp.scanLine(i), tmp.width()*3);
}
calcStats();
m_stats = false;
}
bool RawImage::imageStats(double *mean, double *stdDev, double *median, double *min, double *max) const
bool RawImage::imageStats(double *mean, double *stdDev, double *median, double *min, double *max, double *mad)
{
if(!m_stats)calcStats();
if(mean)*mean = m_mean;
if(stdDev)*stdDev = m_stdDev;
if(median)*median = m_median;
if(min)*min = m_min;
if(max)*max = m_max;
if(mad)*mad = m_mad;
return true;
}
void RawImage::calcStats()
{
if(m_stats)return;
m_stats = true;
cv::Scalar meanS, stdDevS;
cv::meanStdDev(m_img, meanS, stdDevS);
cv::minMaxIdx(m_img, &m_min, &m_max);
cv::Mat img;
if(m_img.channels() == 1)img = m_img;
else if (m_img.channels() == 3)cv::cvtColor(m_img, img, cv::COLOR_BGR2GRAY);
else if (m_img.channels() == 4)cv::cvtColor(m_img, img, cv::COLOR_BGRA2GRAY);
int histSize = 256;
if(m_img.type() == CV_16U || m_img.type() == CV_32F)histSize = 65536;
if(img.type() == CV_16U || img.type() == CV_32F)histSize = 65536;
float range[] = {0, (float)histSize};
if(img.type() == CV_32F)range[1] = 1.0f;
const float *ranges[] = {range};
cv::Mat hist;
cv::calcHist(&m_img, 1, nullptr, cv::Mat(), hist, 1, &histSize, ranges);
cv::calcHist(&img, 1, nullptr, cv::Mat(), hist, 1, &histSize, ranges);
m_mean = meanS[0];
m_stdDev = stdDevS[0];
@@ -133,7 +148,7 @@ void RawImage::calcStats()
}
}
cv::Mat absDev;
m_img.convertTo(absDev, CV_32F, 1, -m_median);
img.convertTo(absDev, CV_32F, 1, -m_median);
absDev = cv::abs(absDev);
cv::Mat madHist;
medianSum = 0;
@@ -218,6 +233,22 @@ RawImage::ImgType RawImage::type() const
return CV2Type(m_img.type());
}
uint32_t RawImage::norm() const
{
switch(m_img.type())
{
case CV_8U:
case CV_8UC3:
case CV_8UC4:
return UINT8_MAX;
case CV_16U:
case CV_16UC3:
return UINT16_MAX;
default:
return 1;
}
}
void* RawImage::data()
{
return m_img.ptr();
@@ -227,13 +258,3 @@ const void *RawImage::data() const
{
return m_img.ptr();
}
float RawImage::stretchFactor() const
{
}
double RawImage::MAD() const
{
return m_mad;
}