import java.awt.image.*; import java.io.File; import java.io.IOException; import javax.imageio.*; public class HoughTransform { public static ArrayData houghTransform(ArrayData inputData, int thetaAxisSize, int rAxisSize, int minContrast) { int width = inputData.width; int height = inputData.height; int maxRadius = (int)Math.ceil(Math.hypot(width, height)); int halfRAxisSize = rAxisSize >>> 1; ArrayData outputData = new ArrayData(thetaAxisSize, rAxisSize); // x output ranges from 0 to pi // y output ranges from -maxRadius to maxRadius double[] sinTable = new double[thetaAxisSize]; double[] cosTable = new double[thetaAxisSize]; for (int theta = thetaAxisSize - 1; theta >= 0; theta--) { double thetaRadians = theta * Math.PI / thetaAxisSize; sinTable[theta] = Math.sin(thetaRadians); cosTable[theta] = Math.cos(thetaRadians); } for (int y = height - 1; y >= 0; y--) { for (int x = width - 1; x >= 0; x--) { if (inputData.contrast(x, y, minContrast)) { for (int theta = thetaAxisSize - 1; theta >= 0; theta--) { double r = cosTable[theta] * x + sinTable[theta] * y; int rScaled = (int)Math.round(r * halfRAxisSize / maxRadius) + halfRAxisSize; outputData.accumulate(theta, rScaled, 1); } } } } return outputData; } public static class ArrayData { public final int[] dataArray; public final int width; public final int height; public ArrayData(int width, int height) { this(new int[width * height], width, height); } public ArrayData(int[] dataArray, int width, int height) { this.dataArray = dataArray; this.width = width; this.height = height; } public int get(int x, int y) { return dataArray[y * width + x]; } public void set(int x, int y, int value) { dataArray[y * width + x] = value; } public void accumulate(int x, int y, int delta) { set(x, y, get(x, y) + delta); } public boolean contrast(int x, int y, int minContrast) { int centerValue = get(x, y); for (int i = 8; i >= 0; i--) { if (i == 4) continue; int newx = x + (i % 3) - 1; int newy = y + (i / 3) - 1; if ((newx < 0) || (newx >= width) || (newy < 0) || (newy >= height)) continue; if (Math.abs(get(newx, newy) - centerValue) >= minContrast) return true; } return false; } public int getMax() { int max = dataArray[0]; for (int i = width * height - 1; i > 0; i--) if (dataArray[i] > max) max = dataArray[i]; return max; } } public static ArrayData getArrayDataFromImage(String filename) throws IOException { BufferedImage inputImage = ImageIO.read(new File(filename)); int width = inputImage.getWidth(); int height = inputImage.getHeight(); int[] rgbData = inputImage.getRGB(0, 0, width, height, null, 0, width); ArrayData arrayData = new ArrayData(width, height); // Flip y axis when reading image for (int y = 0; y < height; y++) { for (int x = 0; x < width; x++) { int rgbValue = rgbData[y * width + x]; rgbValue = (int)(((rgbValue & 0xFF0000) >>> 16) * 0.30 + ((rgbValue & 0xFF00) >>> 8) * 0.59 + (rgbValue & 0xFF) * 0.11); arrayData.set(x, height - 1 - y, rgbValue); } } return arrayData; } public static void writeOutputImage(String filename, ArrayData arrayData) throws IOException { int max = arrayData.getMax(); BufferedImage outputImage = new BufferedImage(arrayData.width, arrayData.height, BufferedImage.TYPE_INT_ARGB); for (int y = 0; y < arrayData.height; y++) { for (int x = 0; x < arrayData.width; x++) { int n = Math.min((int)Math.round(arrayData.get(x, y) * 255.0 / max), 255); outputImage.setRGB(x, arrayData.height - 1 - y, (n << 16) | (n << 8) | 0x90 | -0x01000000); } } ImageIO.write(outputImage, "PNG", new File(filename)); return; } public static void main(String[] args) throws IOException { ArrayData inputData = getArrayDataFromImage(args[0]); int minContrast = (args.length >= 4) ? 64 : Integer.parseInt(args[4]); ArrayData outputData = houghTransform(inputData, Integer.parseInt(args[2]), Integer.parseInt(args[3]), minContrast); writeOutputImage(args[1], outputData); return; } }