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How do I read pixels from a PNG file?

2020-01-29 07:47发布

站内文章 / Java
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问题:

I know how to capture a screenshot by using Robot, Windowtester or FEST. I also know how to read a pixel from the screen by using robot.

int x = 10;
int y = 10; 
Color px = getPixelColor(int x, int y);

However, I don't know how to read a pixel from an image that is already captured. I'm planning to compare a current image, with an image from file. Lets say both are PNG. Are there any frameworks that I can use to compare images pixel by pixel?

回答1:

Is this in Java? If so, you can use ImageIO.read( "yourImage.png" ) to get a BufferedImage. That will have a getData() method which will give you a Raster object, on which you can call getPixel. See link



回答2:

This should work:

javax.imageio.ImageIO.read(new File("filename.png"))

Then you can walk through the pixels and compare with the images pixel by pixel with this:

java.awt.image.BufferedImage.getRGB(int x, int y).


回答3:

You can read image file: Reading/Loading an Image.

And then get color using getRGB method.



回答4:

Load them as BufferedImage instances and it is relatively easy.

Here is part of code that creates images with text, then creates a new image that shows the difference between the image with & without text.

for (int xx=0; xx<width; xx++) {
    for (int yy=0; yy<height; yy++) {
        Color originalColor = new Color(originalImage.getRGB(xx,yy));
        int r1 = originalColor.getRed();
        int g1 = originalColor.getGreen();
        int b1 = originalColor.getBlue();

        Color newColor = new Color(textImage.getRGB(xx,yy));
        int r2 = newColor.getRed();
        int g2 = newColor.getGreen();
        int b2 = newColor.getBlue();

        Color bnw = Color.black;
        if (r1==r2 && g1==g2 && b1==b2) {
            bnw = Color.white;
        }
        bnwImage.setRGB(xx, yy, bnw.getRGB());

        int rD = Math.abs(r1-r2);
        int gD = Math.abs(g1-g2);
        int bD = Math.abs(b1-b2);

        Color differenceColor = new Color(rD,gD,bD);
        differenceImage.setRGB(xx, yy, differenceColor.getRGB());
    }
}

Screensot

Full code

import java.awt.image.BufferedImage;
import java.awt.*;
import java.awt.event.*;
import javax.swing.*;
import javax.imageio.*;
import java.io.*;
import javax.imageio.stream.ImageOutputStream;
import javax.imageio.plugins.jpeg.JPEGImageWriteParam;
import java.util.Locale;

class ImageWriteTest {

    private BufferedImage originalImage;
    private BufferedImage textImage;
    private BufferedImage differenceImage;
    private BufferedImage bnwImage;

    private JPanel gui;

    private JCheckBox antialiasing;
    private JCheckBox rendering;
    private JCheckBox fractionalMetrics;
    private JCheckBox strokeControl;
    private JCheckBox colorRendering;
    private JCheckBox dithering;

    private JComboBox textAntialiasing;
    private JComboBox textLcdContrast;

    private JLabel label0_1;
    private JLabel label0_4;
    private JLabel label0_7;
    private JLabel label1_0;

    private JTextArea output;

    final static Object[] VALUES_TEXT_ANTIALIASING = {
        RenderingHints.VALUE_TEXT_ANTIALIAS_OFF,
        RenderingHints.VALUE_TEXT_ANTIALIAS_ON,
        RenderingHints.VALUE_TEXT_ANTIALIAS_GASP,
        RenderingHints.VALUE_TEXT_ANTIALIAS_LCD_HBGR,
        RenderingHints.VALUE_TEXT_ANTIALIAS_LCD_HRGB,
        RenderingHints.VALUE_TEXT_ANTIALIAS_LCD_VBGR,
        RenderingHints.VALUE_TEXT_ANTIALIAS_LCD_VRGB
    };

    final static Object[] VALUES_TEXT_LCD_CONTRAST = {
        new Integer(100),
        new Integer(150),
        new Integer(200),
        new Integer(250)
    };

    ImageWriteTest() {
        int width = 280;
        int height = 100;

        gui = new JPanel(new BorderLayout(0,4));

        originalImage = new BufferedImage(width,height,BufferedImage.TYPE_INT_RGB);
        textImage = new BufferedImage(width,height,BufferedImage.TYPE_INT_RGB);
        differenceImage = new BufferedImage(width,height,BufferedImage.TYPE_INT_RGB);
        bnwImage = new BufferedImage(width,height,BufferedImage.TYPE_INT_RGB);

        JPanel controls = new JPanel(new GridLayout(0,2,0,0));
        antialiasing = new JCheckBox("Anti-aliasing", false);
        rendering = new JCheckBox("Rendering - Quality", true);
        fractionalMetrics = new JCheckBox("Fractional Metrics", true);
        strokeControl = new JCheckBox("Stroke Control - Pure", false);
        colorRendering = new JCheckBox("Color Rendering - Quality", true);
        dithering = new JCheckBox("Dithering", false);

        controls.add(antialiasing);
        controls.add(rendering);

        controls.add(fractionalMetrics);
        controls.add(colorRendering);

        textLcdContrast = new JComboBox(VALUES_TEXT_LCD_CONTRAST);
        JPanel lcdContrastPanel = new JPanel(new FlowLayout(FlowLayout.LEADING));
        lcdContrastPanel.add(textLcdContrast);
        lcdContrastPanel.add(new JLabel("Text LCD Contrast"));
        controls.add(lcdContrastPanel);
        controls.add(strokeControl);

        textAntialiasing = new JComboBox(VALUES_TEXT_ANTIALIASING);
        controls.add(textAntialiasing);
        controls.add(dithering);

        ItemListener itemListener = new ItemListener(){
            public void itemStateChanged(ItemEvent e) {
                updateImages();
            }
        };
        antialiasing.addItemListener(itemListener);
        rendering.addItemListener(itemListener);
        fractionalMetrics.addItemListener(itemListener);
        strokeControl.addItemListener(itemListener);
        colorRendering.addItemListener(itemListener);
        dithering.addItemListener(itemListener);

        textAntialiasing.addItemListener(itemListener);
        textLcdContrast.addItemListener(itemListener);

        Graphics2D g2d = originalImage.createGraphics();
        GradientPaint gp = new GradientPaint(
            0f, 0f, Color.red,
            (float)width, (float)height, Color.orange);
        g2d.setPaint(gp);
        g2d.fillRect(0,0, width, height);

        g2d.setColor(Color.blue);
        for (int ii=0; ii<width; ii+=10) {
            g2d.drawLine(ii, 0, ii, height);
        }
        g2d.setColor(Color.green);
        for (int jj=0; jj<height; jj+=10) {
            g2d.drawLine(0, jj, width, jj);
        }

        updateImages();


        gui.add(controls, BorderLayout.NORTH);

        JPanel images = new JPanel(new GridLayout(0,2,0,0));
        images.add(new JLabel(new ImageIcon(originalImage)));
        images.add(new JLabel(new ImageIcon(textImage)));
        images.add(new JLabel(new ImageIcon(differenceImage)));
        images.add(new JLabel(new ImageIcon(bnwImage)));

        try {
            label0_1 = new JLabel(new ImageIcon(getJpegCompressedImage(0.1f, textImage)));
            images.add(label0_1);
            label0_4 = new JLabel(new ImageIcon(getJpegCompressedImage(0.4f, textImage)));
            images.add(label0_4);
            label0_7 = new JLabel(new ImageIcon(getJpegCompressedImage(0.7f, textImage)));
            images.add(label0_7);
            label1_0 = new JLabel(new ImageIcon(getJpegCompressedImage(1.0f, textImage)));
            images.add(label1_0);
        } catch(IOException ioe) {
        }

        gui.add(images, BorderLayout.CENTER);

        StringBuilder sb = new StringBuilder();
        String[] names = {
            "java.vendor",
            "java.version",
            "java.vm.version",
            "os.name",
            "os.version"
        };
        for (String name : names) {
            addProperty(sb, name);
        }
        output = new JTextArea(sb.toString(),6,40);
        gui.add(new JScrollPane(output), BorderLayout.SOUTH);

        JOptionPane.showMessageDialog(null, gui);
    }

    private static void addProperty(StringBuilder builder, String name) {
        builder.append( name + " \t" + System.getProperty(name) + "\n" );
    }

    /** Adapted from SO post by x4u. */
    private Image getJpegCompressedImage(float quality, BufferedImage image) throws IOException {
        ByteArrayOutputStream outStream = new ByteArrayOutputStream();

        ImageWriter imgWriter = ImageIO.getImageWritersByFormatName( "jpg" ).next();
        ImageOutputStream ioStream = ImageIO.createImageOutputStream( outStream );
        imgWriter.setOutput( ioStream );

        JPEGImageWriteParam jpegParams = new JPEGImageWriteParam( Locale.getDefault() );
        jpegParams.setCompressionMode( ImageWriteParam.MODE_EXPLICIT );
        jpegParams.setCompressionQuality( quality );

        imgWriter.write( null, new IIOImage( image, null, null ), jpegParams );

        ioStream.flush();
        ioStream.close();
        imgWriter.dispose();

        BufferedImage compressedImage = ImageIO.read(new ByteArrayInputStream(outStream.toByteArray()));
        JLabel label = new JLabel("Quality: " + quality);
        label.setBackground(new Color(255,255,255,192));
        label.setOpaque(true);
        label.setSize(label.getPreferredSize());    
        label.paint(compressedImage.getGraphics());

        return compressedImage;
    }

    private void updateImages() {
        int width = originalImage.getWidth();
        int height = originalImage.getHeight();

        Graphics2D g2dText = textImage.createGraphics();

        if (antialiasing.isSelected()) {
            g2dText.setRenderingHint(RenderingHints.KEY_ANTIALIASING,
                RenderingHints.VALUE_ANTIALIAS_ON);
        } else {
            g2dText.setRenderingHint(RenderingHints.KEY_ANTIALIASING,
                RenderingHints.VALUE_ANTIALIAS_OFF);
        }

        if (rendering.isSelected()) {
            g2dText.setRenderingHint(RenderingHints.KEY_RENDERING,
                RenderingHints.VALUE_RENDER_QUALITY);
        } else {
            g2dText.setRenderingHint(RenderingHints.KEY_RENDERING,
                RenderingHints.VALUE_RENDER_SPEED);
        }

        if (fractionalMetrics.isSelected()) {
            g2dText.setRenderingHint(RenderingHints.KEY_FRACTIONALMETRICS,
                RenderingHints.VALUE_FRACTIONALMETRICS_ON);
        } else {
            g2dText.setRenderingHint(RenderingHints.KEY_FRACTIONALMETRICS,
                RenderingHints.VALUE_FRACTIONALMETRICS_OFF);
        }

        if (strokeControl.isSelected()) {
            g2dText.setRenderingHint(RenderingHints.KEY_STROKE_CONTROL,
                RenderingHints.VALUE_STROKE_NORMALIZE);
        } else {
            g2dText.setRenderingHint(RenderingHints.KEY_STROKE_CONTROL,
                RenderingHints.VALUE_STROKE_PURE);
        }

        if (dithering.isSelected()) {
            g2dText.setRenderingHint(RenderingHints.KEY_DITHERING,
                RenderingHints.VALUE_DITHER_ENABLE);
        } else {
            g2dText.setRenderingHint(RenderingHints.KEY_DITHERING,
                RenderingHints.VALUE_DITHER_DISABLE);
        }

        if (colorRendering.isSelected()) {
            g2dText.setRenderingHint(RenderingHints.KEY_COLOR_RENDERING,
                RenderingHints.VALUE_COLOR_RENDER_QUALITY);
        } else {
            g2dText.setRenderingHint(RenderingHints.KEY_COLOR_RENDERING,
                RenderingHints.VALUE_COLOR_RENDER_SPEED);
        }

        g2dText.setRenderingHint(RenderingHints.KEY_TEXT_LCD_CONTRAST,
            textLcdContrast.getSelectedItem());

        g2dText.setRenderingHint(RenderingHints.KEY_TEXT_ANTIALIASING,
            textAntialiasing.getSelectedItem());

        g2dText.drawImage(originalImage, 0,0, null);
        g2dText.setColor(Color.black);
        g2dText.drawString("The quick brown fox jumped over the lazy dog.", 10,50);

        Graphics2D g2dDifference = differenceImage.createGraphics();

        Graphics2D g2dBnW = bnwImage.createGraphics();

        for (int xx=0; xx<width; xx++) {
            for (int yy=0; yy<height; yy++) {
                Color originalColor = new Color(originalImage.getRGB(xx,yy));
                int r1 = originalColor.getRed();
                int g1 = originalColor.getGreen();
                int b1 = originalColor.getBlue();

                Color newColor = new Color(textImage.getRGB(xx,yy));
                int r2 = newColor.getRed();
                int g2 = newColor.getGreen();
                int b2 = newColor.getBlue();

                Color bnw = Color.black;
                if (r1==r2 && g1==g2 && b1==b2) {
                    bnw = Color.white;
                }
                bnwImage.setRGB(xx, yy, bnw.getRGB());

                int rD = Math.abs(r1-r2);
                int gD = Math.abs(g1-g2);
                int bD = Math.abs(b1-b2);

                Color differenceColor = new Color(rD,gD,bD);
                differenceImage.setRGB(xx, yy, differenceColor.getRGB());
            }
        }

        gui.repaint();
    }

    public static void main(String[] args) {
        SwingUtilities.invokeLater( new Runnable() {
            public void run() {
                ImageWriteTest iwt = new ImageWriteTest();
            }
        } );
    }
}


回答5:

In C/C++, if you're comfortable requiring a minimum version of Windows, it's rather easy, you can use GDI+ to load the image and draw it to a memory bitmap, then you can use the returned pointer to get the pixel data.

Use GdiplusStartup() and GdiplusShutdown() to initialise and uninitialise GDI+.

Use a GDI+ Image object, using the overload that takes a filename, to load the image, then use the methods GetWidth() and GetHeight(), a BITMAPINFO structure and the CreateDIBSection() GDI function to create a memory bitmap.

Then use CreateCompatibleDC() to create a device context for the bitmap and SelectObject() to select the bitmap into that device context.

Then you use a GDI+ Graphics object, using the overload that takes a device context, and its DrawImage() method, using the overload that takes x, y, width and height, to draw the image to the bitmap's device context.

After that, you can get/set the pixel data using the pointer returned by CreateDIBSection().

When you're done, use DeleteDC() to get rid of the bitmap's device context BEFORE using DeleteObject() to get rid of the bitmap. GDI+ Image objects can also be used to save images in a supported format, including PNG.



标签： java pixel awtrobot image-capture fest
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