Last active
August 29, 2015 14:18
-
-
Save Dascr32/aa44f0821e2a6ca7b8a8 to your computer and use it in GitHub Desktop.
Process a bit map image (greyscale, color) into 1's or 0's for object detecting algorithms.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
public class ImageProcessing { | |
private int imageHeight; | |
private int imageWidth; | |
private int imageMatrix[][]; | |
private Color color; | |
final int COLOUR_DEPTH_BITS = 1; //1 bit (black or white) | |
public void loadImage(String imagePath) { | |
BufferedImage image = null; | |
// Load image from file | |
try { | |
image = ImageIO.read(new File(imagePath)); | |
} catch (Exception e) { | |
e.printStackTrace(); | |
} | |
imageHeight = image.getHeight(); | |
imageWidth = image.getWidth(); | |
imageMatrix = new int[imageHeight][imageWidth]; | |
for (int h = 0; h < imageHeight; h++) { | |
for (int w = 0; w < imageWidth; w++) { | |
color = new Color(image.getRGB(w, h)); | |
int luminance = 0.2126 * color.getRed(); + 0.7152 * color.getGreen(); + 0.0722 * color.getBlue(); | |
imageMatrix[h][w] = convertColor(luminance); | |
} | |
} | |
} | |
public void printImageMatrix() { | |
for (int i = 0; i < imageMatrix.length; i++) { | |
System.out.println(""); | |
for (int j = 0; j < imageMatrix[0].length; j++) { | |
System.out.print(imageMatrix[i][j] + " "); | |
} | |
} | |
} | |
private int convertColor(int luminance) { | |
if (luminance < 128) { | |
return 0; | |
} else { | |
return 1; | |
} | |
} | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Buenísimo (Y)