Maximal Square
Given a 2D binary matrix filled with 0's and 1's, find the largest square containing all 1's and return its area.
Example
For example, given the following matrix:
1 0 1 0 0
1 0 1 1 1
1 1 1 1 1
1 0 0 1 0
Return4.
public int maxSquare(int[][] matrix) {
if(matrix == null || matrix.length == 0 || matrix[0].length == 0) {
return 0;
}
int m = matrix.length, n = matrix[0].length;
int[][] dp = new int[m][n];
int edge = 0;
for(int i = 0; i < m; i++) {
dp[i][0] = matrix[i][0];
edge = Math.max(edge, dp[i][0]);
}
for(int j = 0; j < n; j++) {
dp[0][j] = matrix[0][j];
edge = Math.max(edge, dp[0][j]);
}
for(int i = 1; i < m; i++) {
for(int j = 1; j < n; j++) {
if(matrix[i][j] != 0) {
dp[i][j] = Math.min(dp[i][j - 1], Math.min(dp[i - 1][j], dp[i - 1][j - 1])) + 1;
edge = Math.max(edge, dp[i][j]);
}
}
}
return (int)(edge * edge);
}
Rolling array optimization:
public int maxSquare(int[][] matrix) {
if(matrix == null || matrix.length == 0 || matrix[0].length == 0) {
return 0;
}
int m = matrix.length, n = matrix[0].length;
int[][] dp = new int[2][n];
int edge = 0;
for(int i = 0; i < m; i++) {
dp[i%2][0] = matrix[i][0];
edge = Math.max(edge, dp[i%2][0]);
}
for(int j = 0; j < n; j++) {
dp[0][j] = matrix[0][j];
edge = Math.max(edge, dp[0][j]);
}
for(int i = 1; i < m; i++) {
for(int j = 1; j < n; j++) {
if(matrix[i][j] != 0) {
dp[i%2][j] = Math.min(dp[i%2][j - 1], Math.min(dp[(i - 1)%2][j], dp[(i - 1)%2][j - 1])) + 1;
edge = Math.max(edge, dp[i%2][j]);
}
else {
dp[i%2][j] = 0;
}
}
}
return (int)(edge * edge);
}