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IterativeFloodFill.java
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102 lines (87 loc) · 3.82 KB
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package com.thealgorithms.others;
import java.util.LinkedList;
import java.util.Queue;
/**
* Implementation of the Flood Fill algorithm using an iterative BFS (Breadth-First Search) approach.
*
* <p>The Flood Fill algorithm is used to fill connected areas in an image with a new color, starting from a specified point.
* This implementation uses an iterative BFS approach with a queue
* instead of recursion to avoid stack overflow issues with large images.</p>
*
* <p><b>Implementation Features:</b></p>
* <ul>
* <li>Supports 8-connected filling (horizontal, vertical, and diagonal directions)</li>
* <li>Uses BFS traversal through {@link java.util.Queue}</li>
* <li>Includes nested {@code Point} class to represent pixel coordinates</li>
* <li>Iterative approach avoids stack overflow for large images</li>
* </ul>
*
* <p><b>Time Complexity:</b> O(M × N) where M and N are the dimensions of the image</p>
* <p><b>Space Complexity:</b> O(M × N) in the worst case the queue stores every pixel</p>
*
* @see <a href="https://www.geeksforgeeks.org/dsa/flood-fill-algorithm">Flood Fill Algorithm - GeeksforGeeks</a>
* @see <a href="https://en.wikipedia.org/wiki/Flood_fill">Flood Fill Algorithm - Wikipedia</a>
*/
public final class IterativeFloodFill {
private IterativeFloodFill() {
}
/**
* Iteratively fill the 2D image with new color
*
* @param image The image to be filled
* @param x The x co-ordinate at which color is to be filled
* @param y The y co-ordinate at which color is to be filled
* @param newColor The new color which to be filled in the image
* @param oldColor The old color which is to be replaced in the image
* @see <a href=https://www.geeksforgeeks.org/dsa/flood-fill-algorithm>FloodFill BFS<a/>
*/
public static void floodFill(final int[][] image, final int x, final int y, final int newColor, final int oldColor) {
if (image.length == 0 || image[0].length == 0 || newColor == oldColor || shouldSkipPixel(image, x, y, oldColor)) {
return;
}
Queue<Point> queue = new LinkedList<>();
queue.add(new Point(x, y));
int[] dx = {0, 0, -1, 1, 1, -1, 1, -1};
int[] dy = {-1, 1, 0, 0, -1, 1, 1, -1};
while (!queue.isEmpty()) {
Point currPoint = queue.poll();
if (shouldSkipPixel(image, currPoint.x, currPoint.y, oldColor)) {
continue;
}
image[currPoint.x][currPoint.y] = newColor;
for (int i = 0; i < 8; i++) {
int curX = currPoint.x + dx[i];
int curY = currPoint.y + dy[i];
if (!shouldSkipPixel(image, curX, curY, oldColor)) {
queue.add(new Point(curX, curY));
}
}
}
}
/**
* Represents a point in 2D space with integer coordinates.
*/
private static class Point {
final int x;
final int y;
Point(final int x, final int y) {
this.x = x;
this.y = y;
}
}
/**
* Checks if a pixel should be skipped during flood fill operation.
*
* @param image The image to get boundaries
* @param x The x co-ordinate of pixel to check
* @param y The y co-ordinate of pixel to check
* @param oldColor The old color which is to be replaced in the image
* @return {@code true} if pixel should be skipped, else {@code false}
*/
private static boolean shouldSkipPixel(final int[][] image, final int x, final int y, final int oldColor) {
if (x < 0 || x >= image.length || y < 0 || y >= image[0].length || image[x][y] != oldColor) {
return true;
}
return false;
}
}