Initial autostretch

This commit is contained in:
2021-09-11 11:37:54 +02:00
parent f173e48a26
commit 206e1dd393
8 changed files with 117 additions and 24 deletions
+67 -18
View File
@@ -14,6 +14,8 @@ RawImage::ImgType CV2Type(int cvtype)
return RawImage::FLOAT32;
case CV_8UC3:
return RawImage::UINT8C3;
case CV_8UC4:
return RawImage::UINT8C4;
case CV_16UC3:
return RawImage::UINT16C3;
case CV_32FC3:
@@ -35,6 +37,8 @@ int Type2CV(RawImage::ImgType type)
return CV_32F;
case RawImage::UINT8C3:
return CV_8UC3;
case RawImage::UINT8C4:
return CV_8UC4;
case RawImage::UINT16C3:
return CV_16UC3;
case RawImage::FLOAT32C3:
@@ -58,29 +62,56 @@ RawImage::RawImage(int w, int h, ImgType type)
RawImage::RawImage(cv::Mat &img)
{
m_img = img;
calcStats();
}
RawImage::RawImage(const RawImage &d)
{
d.m_img.copyTo(m_img);
m_mean = d.m_mean;
m_stdDev = d.m_stdDev;
m_median = d.m_median;
m_min = d.m_min;
m_max = d.m_max;
}
RawImage::RawImage(const QImage &img)
{
QImage tmp = img.convertToFormat(QImage::Format_RGB888);
m_img.create(img.height(), img.width(), CV_8UC3);
if(img.format() == QImage::Format_RGB32)
{
m_img.create(img.height(), img.width(), CV_8UC4);
for(int i=0; i<img.height(); i++)
std::memcpy(m_img.ptr(i), img.scanLine(i), img.width()*4);
}
else
{
QImage tmp = img.convertToFormat(QImage::Format_RGB888);
m_img.create(img.height(), img.width(), CV_8UC3);
for(int i=0; i<tmp.height(); i++)
std::memcpy(m_img.ptr(i), tmp.scanLine(i), tmp.width()*3);
for(int i=0; i<tmp.height(); i++)
std::memcpy(m_img.ptr(i), tmp.scanLine(i), tmp.width()*3);
}
calcStats();
}
bool RawImage::imageStats(double *mean, double *stdDev, double *median, double *min, double *max) const
{
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;
return true;
}
void RawImage::calcStats()
{
cv::Scalar meanS, stdDevS;
qDebug() << m_img.type();
cv::meanStdDev(m_img, meanS, stdDevS);
if(min && max)cv::minMaxIdx(m_img, min, max);
cv::minMaxIdx(m_img, &m_min, &m_max);
int histSize = 256;
if(m_img.type() == CV_16U || m_img.type() == CV_32F)histSize = 65536;
@@ -89,24 +120,32 @@ bool RawImage::imageStats(double *mean, double *stdDev, double *median, double *
cv::Mat hist;
cv::calcHist(&m_img, 1, nullptr, cv::Mat(), hist, 1, &histSize, ranges);
if(mean)*mean = meanS[0];
if(stdDev)*stdDev = stdDevS[0];
m_mean = meanS[0];
m_stdDev = stdDevS[0];
size_t halfImageSize = size()/2;
if(median)
size_t medianSum = 0;
for(int i=0; i < histSize; i++)
{
size_t medianSum = 0;
for(int i=0; i < histSize; i++)
medianSum += hist.at<float>(0, i);
if(medianSum >= halfImageSize)
{
medianSum += hist.at<float>(0, i);
if(medianSum >= halfImageSize)
{
*median = i;
break;
}
m_median = i;
break;
}
}
cv::Mat absDev = cv::abs(m_img-m_median);
cv::Mat madHist;
medianSum = 0;
cv::calcHist(&absDev, 1, nullptr, cv::Mat(), madHist, 1, &histSize, ranges);
for(int i=0; i < histSize; i++)
{
medianSum += madHist.at<float>(0, i);
if(medianSum >= halfImageSize)
{
m_mad = i;
break;
}
}
return true;
}
void RawImage::rect(int &x, int &y, int w, int h, std::vector<double> &r) const
@@ -187,3 +226,13 @@ const void *RawImage::data() const
{
return m_img.ptr();
}
float RawImage::stretchFactor() const
{
}
double RawImage::MAD() const
{
return m_mad;
}