Flood fill


Flood fill, also called seed fill, is an algorithm that determines the area connected to a given node in a multi-dimensional array. It is used in the "bucket" fill tool of paint programs to fill connected, similarly-colored areas with a different color

Flood fill算法是从一个区域中提取若干个连通的点与其他相邻区域区分开(或分别染成不同颜色)的经典算法。因为其思路类似洪水从一个区域扩散到所有能到达的区域而得名。在GNU Go扫雷中,Flood Fill算法被用来计算需要被清除的区域。
最简单的实现方法是采用深度优先搜索的递归方法,也可以采用广度优先搜索的迭代来实现。
除提出连通区域外,还可以应用于计算从某一节点开始,到可能到达其他所有节点的距离。比如解决像走迷宫这类的问题。
4-Way Recursive Method (floodFill4)
http://lodev.org/cgtutor/floodfill.html
//Recursive 4-way floodfill, crashes if recursion stack is full 
void floodFill4(int x, int y, int newColor, int oldColor) 
{ 
    if(x >= 0 && x < w && y >= 0 && y < h && screenBuffer[x][y] == oldColor && screenBuffer[x][y] != newColor) 
    { 
        screenBuffer[x][y] = newColor; //set color before starting recursion
        
        floodFill4(x + 1, y,     newColor, oldColor);
        floodFill4(x - 1, y,     newColor, oldColor);
        floodFill4(x,     y + 1, newColor, oldColor);
        floodFill4(x,     y - 1, newColor, oldColor);
    }     
}
8-Way Recursive Method (floodFill8)
http://www.codeproject.com/Articles/6017/QuickFill-An-efficient-flood-fill-algorithm
Its weaknesses: repeated sampling of pixels, recursion (may overflow stack), and it is designed to leak on the diagonals.
Note: This is what I call an abnormal flood fill method. Since it is designed to leak on the diagonals, it has very limited use.
//Recursive 8-way floodfill, crashes if recursion stack is full
void floodFill8(int x, int y, int newColor, int oldColor)
{
    if(x >= 0 && x < w && y >= 0 && y < h && screenBuffer[x][y] == oldColor && screenBuffer[x][y] != newColor)
    {
        screenBuffer[x][y] = newColor; //set color before starting recursion!
        
        floodFill8(x + 1, y,     newColor, oldColor);
        floodFill8(x - 1, y,     newColor, oldColor);
        floodFill8(x,     y + 1, newColor, oldColor);
        floodFill8(x,     y - 1, newColor, oldColor);
        floodFill8(x + 1, y + 1, newColor, oldColor);
        floodFill8(x - 1, y - 1, newColor, oldColor);
        floodFill8(x - 1, y + 1, newColor, oldColor);
        floodFill8(x + 1, y - 1, newColor, oldColor);
    }    
}

Java code
Iterative Version: http://rosettacode.org/wiki/Bitmap/Flood_fill#Java
Recursive version http://www.cis.upenn.edu/~cis110/13fa/hw/hw08/FloodFill.java
    private static void flood(Picture img, boolean[][] mark,
                             int row, int col, Color srcColor, Color tgtColor) {
        // make sure row and col are inside the image
        if (row < 0) return;
        if (col < 0) return;
        if (row >= img.height()) return;
        if (col >= img.width()) return;
        
        // make sure this pixel hasn't been visited yet
        if (mark[row][col]) return;
        
        // make sure this pixel is the right color to fill
        if (!img.get(col, row).equals(srcColor)) return;
        
        // fill pixel with target color and mark it as visited
        img.set(col, row, tgtColor);
        mark[row][col] = true;

        // animate
        img.show();
        sleep(25);
        
        // recursively fill surrounding pixels
        // (this is equivelant to depth-first search)
        flood(img, mark, row - 1, col, srcColor, tgtColor);
        flood(img, mark, row + 1, col, srcColor, tgtColor);
        flood(img, mark, row, col - 1, srcColor, tgtColor);
        flood(img, mark, row, col + 1, srcColor, tgtColor);
    }
        for (int row = 0; row < img.height(); row++) {
            for (int col = 0; col < img.width(); col++) {
                flood(img, mark, row, col,
                      Color.BLACK, Color.RED);
            }
        }

BFS: Using Queue
flood_fill(x,y, check_validity)

   Queue q
   q.push((x,y))
   while (q is not empty)
       (x1,y1) = q.pop()
       if (check_validity(x1+1,y1))
            color(x1,y1)
            q.push(x1+1,y1)
       if (check_validity(x1-1,y1))
            color(x1,y1)
            q.push(x1-1,y1)
       if (check_validity(x1,y1+1))
            color(x1,y1)
            q.push(x1,y1+1)
       if (check_validity(x1,y1-1))
            color(x1,y1)
            q.push(x1,y1-1)
http://www.geeksforgeeks.org/flood-fill-algorithm-implement-fill-paint/
Read full article from Flood fill - Wikipedia, the free encyclopedia

Labels

LeetCode (1432) GeeksforGeeks (1122) LeetCode - Review (1067) Review (882) Algorithm (668) to-do (609) Classic Algorithm (270) Google Interview (237) Classic Interview (222) Dynamic Programming (220) DP (186) Bit Algorithms (145) POJ (141) Math (137) Tree (132) LeetCode - Phone (129) EPI (122) Cracking Coding Interview (119) DFS (115) Difficult Algorithm (115) Lintcode (115) Different Solutions (110) Smart Algorithm (104) Binary Search (96) BFS (91) HackerRank (90) Binary Tree (86) Hard (79) Two Pointers (78) Stack (76) Company-Facebook (75) BST (72) Graph Algorithm (72) Time Complexity (69) Greedy Algorithm (68) Interval (63) Company - Google (62) Geometry Algorithm (61) Interview Corner (61) LeetCode - Extended (61) Union-Find (60) Trie (58) Advanced Data Structure (56) List (56) Priority Queue (53) Codility (52) ComProGuide (50) LeetCode Hard (50) Matrix (50) Bisection (48) Segment Tree (48) Sliding Window (48) USACO (46) Space Optimization (45) Company-Airbnb (41) Greedy (41) Mathematical Algorithm (41) Tree - Post-Order (41) ACM-ICPC (40) Algorithm Interview (40) Data Structure Design (40) Graph (40) Backtracking (39) Data Structure (39) Jobdu (39) Random (39) Codeforces (38) Knapsack (38) LeetCode - DP (38) Recursive Algorithm (38) String Algorithm (38) TopCoder (38) Sort (37) Introduction to Algorithms (36) Pre-Sort (36) Beauty of Programming (35) Must Known (34) Binary Search Tree (33) Follow Up (33) prismoskills (33) Palindrome (32) Permutation (31) Array (30) Google Code Jam (30) HDU (30) Array O(N) (29) Logic Thinking (29) Monotonic Stack (29) Puzzles (29) Code - Detail (27) Company-Zenefits (27) Microsoft 100 - July (27) Queue (27) Binary Indexed Trees (26) TreeMap (26) to-do-must (26) 1point3acres (25) GeeksQuiz (25) Merge Sort (25) Reverse Thinking (25) hihocoder (25) Company - LinkedIn (24) Hash (24) High Frequency (24) Summary (24) Divide and Conquer (23) Proof (23) Game Theory (22) Topological Sort (22) Lintcode - Review (21) Tree - Modification (21) Algorithm Game (20) CareerCup (20) Company - Twitter (20) DFS + Review (20) DP - Relation (20) Brain Teaser (19) DP - Tree (19) Left and Right Array (19) O(N) (19) Sweep Line (19) UVA (19) DP - Bit Masking (18) LeetCode - Thinking (18) KMP (17) LeetCode - TODO (17) Probabilities (17) Simulation (17) String Search (17) Codercareer (16) Company-Uber (16) Iterator (16) Number (16) O(1) Space (16) Shortest Path (16) itint5 (16) DFS+Cache (15) Dijkstra (15) Euclidean GCD (15) Heap (15) LeetCode - Hard (15) Majority (15) Number Theory (15) Rolling Hash (15) Tree Traversal (15) Brute Force (14) Bucket Sort (14) DP - Knapsack (14) DP - Probability (14) Difficult (14) Fast Power Algorithm (14) Pattern (14) Prefix Sum (14) TreeSet (14) Algorithm Videos (13) Amazon Interview (13) Basic Algorithm (13) Codechef (13) Combination (13) Computational Geometry (13) DP - Digit (13) LCA (13) LeetCode - DFS (13) Linked List (13) Long Increasing Sequence(LIS) (13) Math-Divisible (13) Reservoir Sampling (13) mitbbs (13) Algorithm - How To (12) Company - Microsoft (12) DP - Interval (12) DP - Multiple Relation (12) DP - Relation Optimization (12) LeetCode - Classic (12) Level Order Traversal (12) Prime (12) Pruning (12) Reconstruct Tree (12) Thinking (12) X Sum (12) AOJ (11) Bit Mask (11) Company-Snapchat (11) DP - Space Optimization (11) Dequeue (11) Graph DFS (11) MinMax (11) Miscs (11) Princeton (11) Quick Sort (11) Stack - Tree (11) 尺取法 (11) 挑战程序设计竞赛 (11) Coin Change (10) DFS+Backtracking (10) Facebook Hacker Cup (10) Fast Slow Pointers (10) HackerRank Easy (10) Interval Tree (10) Limited Range (10) Matrix - Traverse (10) Monotone Queue (10) SPOJ (10) Starting Point (10) States (10) Stock (10) Theory (10) Tutorialhorizon (10) Kadane - Extended (9) Mathblog (9) Max-Min Flow (9) Maze (9) Median (9) O(32N) (9) Quick Select (9) Stack Overflow (9) System Design (9) Tree - Conversion (9) Use XOR (9) Book Notes (8) Company-Amazon (8) DFS+BFS (8) DP - States (8) Expression (8) Longest Common Subsequence(LCS) (8) One Pass (8) Quadtrees (8) Traversal Once (8) Trie - Suffix (8) 穷竭搜索 (8) Algorithm Problem List (7) All Sub (7) Catalan Number (7) Cycle (7) DP - Cases (7) Facebook Interview (7) Fibonacci Numbers (7) Flood fill (7) Game Nim (7) Graph BFS (7) HackerRank Difficult (7) Hackerearth (7) Inversion (7) Kadane’s Algorithm (7) Manacher (7) Morris Traversal (7) Multiple Data Structures (7) Normalized Key (7) O(XN) (7) Radix Sort (7) Recursion (7) Sampling (7) Suffix Array (7) Tech-Queries (7) Tree - Serialization (7) Tree DP (7) Trie - Bit (7) 蓝桥杯 (7) Algorithm - Brain Teaser (6) BFS - Priority Queue (6) BFS - Unusual (6) Classic Data Structure Impl (6) DP - 2D (6) DP - Monotone Queue (6) DP - Unusual (6) DP-Space Optimization (6) Dutch Flag (6) How To (6) Interviewstreet (6) Knapsack - MultiplePack (6) Local MinMax (6) MST (6) Minimum Spanning Tree (6) Number - Reach (6) Parentheses (6) Pre-Sum (6) Probability (6) Programming Pearls (6) Rabin-Karp (6) Reverse (6) Scan from right (6) Schedule (6) Stream (6) Subset Sum (6) TSP (6) Xpost (6) n00tc0d3r (6) reddit (6) AI (5) Abbreviation (5) Anagram (5) Art Of Programming-July (5) Assumption (5) Bellman Ford (5) Big Data (5) Code - Solid (5) Code Kata (5) Codility-lessons (5) Coding (5) Company - WMware (5) Convex Hull (5) Crazyforcode (5) DFS - Multiple (5) DFS+DP (5) DP - Multi-Dimension (5) DP-Multiple Relation (5) Eulerian Cycle (5) Graph - Unusual (5) Graph Cycle (5) Hash Strategy (5) Immutability (5) Java (5) LogN (5) Manhattan Distance (5) Matrix Chain Multiplication (5) N Queens (5) Pre-Sort: Index (5) Quick Partition (5) Quora (5) Randomized Algorithms (5) Resources (5) Robot (5) SPFA(Shortest Path Faster Algorithm) (5) Shuffle (5) Sieve of Eratosthenes (5) Strongly Connected Components (5) Subarray Sum (5) Sudoku (5) Suffix Tree (5) Swap (5) Threaded (5) Tree - Creation (5) Warshall Floyd (5) Word Search (5) jiuzhang (5)

Popular Posts