Picture

[Payx]

@mrjj No,

I got an image, i just want to cut the image in square 4x4 (pixels) and with this square, i want to detect the most contained color. When i have this color i replace entirely the square by the color.

Exemple : if i got an image, if the first square 4x4 i have on the image is contained by 80% of red, that will replace the entirely square by red only.

This project is to have a "simple" picture.

with this simple picture i can reproduce it with candies (for exemple). Because if i got 800800 pixels i can't buy 800800 candies so i have to "reduce" it

Im on windows 10

[SGaist]

Then you can use the OpenCV installer, just ensure that you have an OpenCV version built with the same compiler you are using with Qt.

[Payx]

@SGaist I spoke with my teacher, he told me we dont need OpenCV

[SGaist]

I never said you needed it just that it might be simpler through it.

In any case, you can use QImage::pixelColor to get the color of one pixel of your image and then do the calculation with the surrounding pixels.

[Payx]

@SGaist said in Picture:

QImage::pixelColor

Ok, i will try to use it tomorrow, but i already have a question, i can't use a function in the "void MainWindow::on_push_clicked()" no ?

[kshegunov]

@Payx said in Picture:

I got an image, i just want to cut the image in square 4x4 (pixels) and with this square, i want to detect the most contained color. When i have this color i replace entirely the square by the color.
Exemple : if i got an image, if the first square 4x4 i have on the image is contained by 80% of red, that will replace the entirely square by red only.
This project is to have a "simple" picture.
with this simple picture i can reproduce it with candies (for exemple). Because if i got 800800 pixels i can't buy 800800 candies so i have to "reduce" it

It sounds to me you're after color space reduction after scaling. Just resample the image to the desired resolution with QImage::scaled as @SGaist suggested. Then the color space reduction boils down to calculating distances in 3 dimensional rectangular coordinate system (colors are vectors in RGB space). Suppose you have a table of 32 colors and an image:

QImage image;

const qint32 colorTableSize = 32;
QColor colorTable[colorTableSize] = { Qt::Red, Qt::Blue, ... };

Then for each pixel you choose the color from the table that's closest in the color space:

// Just go around the image
for (qint32 y = 0, height = image.height(); y < height; y++)  {
    for (qint32 x = 0, width = image.width(); x < width; x++)  {
        QColor pixel = image.pixelColor(x, y);

        // Find the closest match from the table
        qint32 colorIndex = 0;
        qreal minDistance = std::sqrt(3); // Initial value is the longest possible distance
        for (qint32 i = 0; i < colorTableSize; i++)  {
            qreal distance = QVector3D(pixel.redF() - colorTable[i].redF(), pixel.greenF() - colorTable[i].greenF(), pixel.blueF() - colorTable[i].blueF()).length();
            if (distance < minDistance)  {  // Found a closer color than the currently selected
                minDistance = distance;
                colorIndex = i;
            }
        }

        // Now just replace the pixel color with the one from the table
        image.setPixelColor(x, y, colorTable[colorIndex]);
    }
}

This doesn't take into account the disparity of color sensitivity of the human eye. If you need to account for this then you need to dig deeper to find more accurate color distances, e.g. by implementing some sort of a chromaticity diagram.

Kind regards.

[jsulm]

@Payx said in Picture:

i can't use a function in the "void MainWindow::on_push_clicked()" no ?

Sure you can, why not?

[Payx]

I just dont understand what your program do..

i got my image into my :

void MainWindow::on_push_clicked()

when i want to use it in :

void MainWindow::on_push2_clicked()

he say that my image isnt declared.

@kshegunov sorry, I just dont understand what your program do..

i thought use a thing like this :

void MainWindow::on_push2_clicked()
   {



       for (int i=0;i<pix.width()+1;i=i+4){
           for (int j=0;j<pix.height()+1;j=j+4){
               for(int x=0; x<i;x=x+1){
                  for (int z=0; z<j; z=z+1){
           
   }
}
}

and in that i will calculate the most contained color ( i thought with RGB ) and if my square is contained by 80% of red, replace it with red.

[jsulm]

@Payx If you get your image in

void MainWindow::on_push_clicked()

and you need it in

void MainWindow::on_push2_clicked()

then in on_push_clicked() you need to store the image somewhere, so on_push2_clicked() can use it later. You can just add a member variable to MainWindow:

class MainWindow...
{
...
private:
    QImage image;
}

[Payx]

@jsulm ok thank you !

For calculate the color of each pixel, what function can i use?

[jsulm]

@Payx Do you mean to get the pixel value? http://doc.qt.io/qt-5/qimage.html#pixel-1
It returns http://doc.qt.io/qt-5/qcolor.html#QRgb-typedef containing the RGB values, then you can calculate what ever you need.
#AARRGGBB

quint32 rgb = static_cast<quint32>(image.pixel(x, y));
int blue = rgb & x000000FF;
int green = (rgb & 0x0000FF00)>>8;
int red = (rgb & 0x00FF0000)>>16;

[kshegunov]

@jsulm said in Picture:

quint32 rgb = static_cast<quint32>(image.pixel(x, y));
int blue = rgb & x000000FF;
int green = (rgb & 0x0000FF00)>>8;
int red = (rgb & 0x00FF0000)>>16;

There are the (inline) qRed(), qGreen() and qBlue() for that purpose, no need for bit-magic. :)

[jsulm]

@kshegunov Oh, good to know :-)

[Payx]

So can i use :

for (int i=0;i<pix.width()+1;i=i+4){
           for (int j=0;j<pix.height()+1;j=j+4){
               for(int x=0; x<i;x=x+1){
                  for (int z=0; z<j; z=z+1){
 QColor pixel = pix.pixelColor(x, z);

// i block here, can i use QColor [pixel] to create a tab and who will contain all my color ?

EDIT : i use a Qpixmap to display my picture, so i cant QImage pix; (the name of my picture is pix)

[VRonin]

These 2 should help you

QColor dominantColour(const QImage& image,const QPoint& topLeft, const QSize& rectSize){
const int maxRight = qMin(image.width(),topLeft.x() + rectSize.width());
const int maxBottom = qMin(image.height(),topLeft.y() + rectSize.height());
qint64 sumRed = 0;
qint64 sumGreen = 0;
qint64 sumBlue = 0;
for(int x=topLeft.x();x<maxRight;++x){
for(int y=topLeft.y();y<maxBottom;++y){
const QColor tempColor=image.pixelColor(x,y);
sumRed += tempColor.red();
sumGreen += tempColor.green();
sumBlue += tempColor.blue();
}
}
if(sumRed >= sumGreen  && sumRed >= sumBlue)
return Qt::red;
if(sumGreen  >= sumBlue)
return Qt::green;
return Qt::blue;
}

void fillSection(QImage& image,const QPoint& topLeft, const QSize& rectSize, const QColor& colour){
const int maxRight = qMin(image.width(),topLeft.x() + rectSize.width());
const int maxBottom = qMin(image.height(),topLeft.y() + rectSize.height());
for(int x=topLeft.x();x<maxRight;++x){
for(int y=topLeft.y();y<maxBottom;++y){
image.setPixelColor(x,y,colour);
}}
}

@Payx said in Picture:

i use a Qpixmap to display my picture, so i cant QImage pix; (the name of my picture is pix)

http://doc.qt.io/qt-5/qimage.html#details

Qt provides four classes for handling image data: QImage, QPixmap, QBitmap and QPicture. QImage is designed and optimized for I/O, and for direct pixel access and manipulation, while QPixmap is designed and optimized for showing images on screen. QBitmap is only a convenience class that inherits QPixmap, ensuring a depth of 1. Finally, the QPicture class is a paint device that records and replays QPainter commands.

Use QImage for pixel manipulation. you can use QImage::fromPixmap() and QPixmap::fromImage() to convert between the two

[Payx]

@VRonin Thanks for your answer, but thats very too complicated for me, and anyway i don't understand.

Can you explain your code ?

I tried something instead :

void MainWindow::on_push2_clicked()
{

	QRgb pix(int x, int z);
	int step=4;
	for (int i=0;i<pixi.width()+1;i=i+step){
		for (int j=0;j<pixi.height()+1;j=j+step){
			for(int x=0; x<i;x=x+1){
				for (int z=0; z<j; z=z+1){
					QRgb pixa = pixi.pixel(x, z);

the problem is here, how can i stock all the color of my square to after that compare them to know what is the dominant color


			}
	}
}
	}
}

[VRonin]

I simplified the code a bit.

The first function takes an image, the coordinates of the top left corner and the size of the rectangle (4x4 in your case) and tells you what is the dominant primary colour there

The second one takes an image, the coordinates of the top left corner and the size of the rectangle (4x4 in your case) and fills that rectangle with the colour in the argument

[mrjj]

@Payx
Hi, i added some comments. Its basically the same as what you tried , just broken up into good functions to produce clean code.

// this function , you give the image and the start and size of the current rect you are processing
QColor dominantColour(const QImage& image, const QPoint& topLeft, const QSize& rectSize) {
// calculate start stop values for the rect
   const int maxRight = qMin(image.width(), topLeft.x() + rectSize.width());
  const int maxBottom = qMin(image.height(), topLeft.y() + rectSize.height());
  QVector<QColor> coloursList; // this is a list of all colors seen!
  for(int x = topLeft.x(); x < maxRight; ++x) {
    for(int y = topLeft.y(); x < maxBottom; ++x) {
      coloursList << image.pixelColor(x, y); // store all colors seen in this Rect
    }
  }

  // these are functions that count (accumulate) how many times RED, GREEN and blue been used ( using the list from before)
  const qint64 sumRed = std::accumulate(coloursList.constBegin(), coloursList.constEnd(), 0, [](qint64 strt,  const QColor & val)->qint64 {return strt + val.red()});
  const qint64 sumGreen = std::accumulate(coloursList.constBegin(), coloursList.constEnd(), 0, [](qint64 strt, const QColor & val)->qint64 {return strt + val.green()});
  const qint64 sumBlue = std::accumulate(coloursList.constBegin(), coloursList.constEnd(), 0, [](qint64 strt, const QColor & val)->qint64 {return strt + val.blue()});
  // now we check out which is most used
  if(sumRed >= sumGreen  && sumRed >= sumBlue)
    return Qt::red;
  if(sumGreen  >= sumBlue)
    return Qt::green;
  return Qt::blue;
}

// this function can fill an rect with a color. So its used with dominantColour to actually replace the colors
void fillSection(QImage& image, const QPoint& topLeft, const QSize& rectSize, const QColor& colour) {
  // calculate start stop values for the rect
  const int maxRight = qMin(image.width(), topLeft.x() + rectSize.width());
  const int maxBottom = qMin(image.height(), topLeft.y() + rectSize.height());
  // go over all pixels in the rect
  for(int x = topLeft.x(); x < maxRight; ++x) {
    for(int y = topLeft.y(); x < maxBottom; ++x) {
      image.setPixelColor(x, y, colour); // replace color
    }
  }
}

[Payx]

Thanks for your help,

I got one error

undefined reference to 'MainWindow::dominantColor()'

[VRonin]