Given a 2D binary matrix filled with 0's and 1's, find the largest rectangle containing only 1's and return its area.
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
Convert it to 84 Largest Rectangle in Histogram
Build an array stores the height of the bar;
The example above should be:
1 0 1 0 0
2 0 2 1 1
3 1 3 2 2
4 0 0 3 0
And for each of the 1 0 1 0 0, 2 0 2 1 1, 3 1 3 2 2, 4 0 0 3 0 we could run a Largest Rectangle in Histogram, collect all the result and return the max.
Code:
public class Solution {
public int maximalRectangle(char[][] matrix) {
if(matrix.length == 0 || matrix[0].length == 0) return 0;
int[][] hs = new int[matrix.length][matrix[0].length];
for(int j = 0 ; j < matrix[0].length; j++){
hs[0][j] = matrix[0][j] - '0';
}
for(int i = 1; i < matrix.length; i++){
for(int j = 0 ; j < matrix[0].length; j++){
if(matrix[i][j] == '1'){
hs[i][j] = 1 + hs[i - 1][j];
} else {
hs[i][j] = 0;
}
}
}
int ret = 0;
for(int[] h : hs){
ret = Math.max(ret,largestRectangleArea(h));
}
return ret;
}
public int largestRectangleArea(int[] h) {
int ret = 0;
Stack<Integer> s = new Stack<>();
for(int i = 0 ; i < h.length; i++){
if(s.empty() || h[s.peek()] <= h[i]){
s.push(i);
} else {
while(!s.empty() && h[s.peek()] >= h[i]){
int index = s.pop();
int left = s.empty() ? -1 : s.peek();
ret = Math.max(ret,h[index] * (i - 1 - left));
}
s.push(i);
}
}
while(!s.empty()){
int index = s.pop();
int left = s.empty() ? -1 : s.peek();
ret = Math.max(ret,h[index] * (h.length - 1 - left));
}
return ret;
}
}
Another way to do this problem is calculated row by row;
maintain three arrays, left[], right[], height[]
left(i,j) = max(left(i-1,j), cur_left), cur_left can be determined from the current row
right(i,j) = min(right(i-1,j), cur_right), cur_right can be determined from the current row
height(i,j) = height(i-1,j) + 1, if matrix[i][j]=='1';
height(i,j) = 0, if matrix[i][j]=='0'
height
counts
the number of successive '1's above (plus the current one). The value of left
& right
means
the boundaries of the rectangle which contains the current point with a height of value height
class Solution {public:
int maximalRectangle(vector<vector<char> > &matrix) {
if(matrix.empty()) return 0;
const int m = matrix.size();
const int n = matrix[0].size();
int left[n], right[n], height[n];
fill_n(left,n,0); fill_n(right,n,n); fill_n(height,n,0);
int maxA = 0;
for(int i=0; i<m; i++) {
int cur_left=0, cur_right=n;
for(int j=0; j<n; j++) { // compute height (can do this from either side)
if(matrix[i][j]=='1') height[j]++;
else height[j]=0;
}
for(int j=0; j<n; j++) { // compute left (from left to right)
if(matrix[i][j]=='1') left[j]=max(left[j],cur_left);
else {left[j]=0; cur_left=j+1;}
}
// compute right (from right to left)
for(int j=n-1; j>=0; j--) {
if(matrix[i][j]=='1') right[j]=min(right[j],cur_right);
else {right[j]=n; cur_right=j;}
}
// compute the area of rectangle (can do this from either side)
for(int j=0; j<n; j++)
maxA = max(maxA,(right[j]-left[j])*height[j]);
}
return maxA;
}
Code from https://discuss.leetcode.com/topic/6650/share-my-dp-solution