I'm trying to apply the
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3*3 Laplacian filter to the grayscale version of the famous photo(png extension) here.
I am mainly using the BufferedImage
class for processing images. Here is the Laplacian Filter Method.
private BufferedImage measureContrast(BufferedImage image) {
BufferedImage grayScale = createGrayscaleImage(image);
BufferedImage copy = copyImage(grayScale);
int width = image.getWidth();
int height = image.getHeight();
int sum=0;
int a;
//3*3 Laplacian filter (-1,-1,-1), (-1,8,-1), (-1,-1,-1)
for(int y=1;y<height-1;y++)
for(int x=1;x<width-1;x++) {
sum = (-1*(grayScale.getRGB(x-1, y-1)&0xff)) + (-1*(grayScale.getRGB(x, y-1)&0xff)) + (-1*(grayScale.getRGB(x+1, y-1)&0xff))
+ (-1*(grayScale.getRGB(x-1, y)&0xff)) + (8*(grayScale.getRGB(x,y)&0xff)) + (-1*(grayScale.getRGB(x+1, y)&0xff)) +
(-1*(grayScale.getRGB(x-1, y+1)&0xff)) + (-1*(grayScale.getRGB(x, y+1)&0xff)) + (-1*(grayScale.getRGB(x+1, y+1)&0xff));
a = ((grayScale.getRGB(x, y)>>24)&0xff);
copy.setRGB(x, y, ((a<<24)|(sum<<16)|(sum<<8)|(sum)));
}
return copy;
If I run that code, the result turns out like this
Which is obviously wrong. Suddenly weird, thick lines appear in the image.
I can assure that the grayscaled version is correct, since when I just run the following code before applying the filter, the output gives a perfect gray scale image.
private BufferedImage measureContrast(BufferedImage image) {
BufferedImage grayScale = createGrayscaleImage(image);
BufferedImage copy = copyImage(grayScale); /*rest of the code is commented*/
return copy;
I've been trying to find the issue for a couple of hours, but I don't think there's anything wrong to the code... Any insight would be very appreciated. Thanks in advance!
For copying the image, I used the following code. I borrowed it from a chosen answer in stack overflow, so I don't think it would be wrong though.
BufferedImage copyImage(BufferedImage bi) {
ColorModel cm = bi.getColorModel();
boolean isAlphaPremultiplied = cm.isAlphaPremultiplied();
WritableRaster raster = bi.copyData(null);
return new BufferedImage(cm, raster, isAlphaPremultiplied, null);
}
Also, the result image is printed like this
BufferedImage Contrast = measureContrast(image);
//write image
try {
ImageIO.write(Contrast, "png", new File(outputPath));
System.out.println("Printing complete");
}catch(IOException e) {
System.out.println("File Printing Error: "+e);
}
Just in case, here is the grayscale image producing method.
private BufferedImage createGrayscaleImage(BufferedImage image) {
int width = image.getWidth();
int height = image.getHeight();
BufferedImage copy = copyImage(image);
int p=0, a=0, r=0, g=0, b=0, avg=0;
for(int y=0;y<height;y++)
for(int x=0;x<width;x++) {
p=image.getRGB(x, y);
a=(p>>24)&0xff;
r=(p>>16)&0xff;
g=(p>>8)&0xff;
b=p&0xff;
avg = (r+g+b)/3;
p = (a<<24) | (avg<<16) | (avg<<8) | avg;
copy.setRGB(x, y, p);
}
return copy;
}
private BufferedImage measureContrast(BufferedImage image) {
BufferedImage grayScale = createGrayscaleImage(image);
BufferedImage copy = copyImage(grayScale);
int width = image.getWidth();
int height = image.getHeight();
int sum=0;
int a;
//3*3 Laplacian filter (-1,-1,-1), (-1,8,-1), (-1,-1,-1)
for(int y=1;y<height-1;y++)
for(int x=1;x<width-1;x++) {
sum = (-1*(grayScale.getRGB(x-1, y-1)&0xff)) + (-1*(grayScale.getRGB(x, y-1)&0xff)) + (-1*(grayScale.getRGB(x+1, y-1)&0xff))
+ (-1*(grayScale.getRGB(x-1, y)&0xff)) + (8*(grayScale.getRGB(x,y)&0xff)) + (-1*(grayScale.getRGB(x+1, y)&0xff)) +
(-1*(grayScale.getRGB(x-1, y+1)&0xff)) + (-1*(grayScale.getRGB(x, y+1)&0xff)) + (-1*(grayScale.getRGB(x+1, y+1)&0xff));
a = ((grayScale.getRGB(x, y)>>24)&0xff);
copy.setRGB(x, y, ((a<<24)|(sum<<16)|(sum<<8)|(sum)));
}
return copy;
This method was wrong. I should've considered when sum was a negative value. So I added sum = (sum>0)?sum:0;
inside the nested for loop to make sure the pixel value is 0 in those situations.