Question
Given a 2D binary matrix filled with 0's and 1's, find the largest rectangle containing all ones and return its area.
Solution
这个题目可以借鉴LeetCode——largest-rectangle-in-histogram 的思路,求最大矩阵的面积,所以我们只需要按行把给定’0’,‘1’矩阵,转换成对应的高度即可,然后计算最大矩阵面积。
Code
时间复杂度O(n^2).
class Solution {
public:
int maximalRectangle(vector<vector<char> > &matrix) {
int row = matrix.size();
if (row <= 0)
return 0;
int col = matrix[0].size();
vector<vector<int>> heights;
for (int i = 0; i < row; i++) {
vector<int> tmp;
for (int j = 0; j < col; j++) {
if (matrix[i][j] != '0') {
// 累加高度
if (i - 1 >= 0 && matrix[i - 1][j] != '0')
matrix[i][j] += (matrix[i - 1][j] - '0');
tmp.push_back(matrix[i][j] - '0');
} else {
// 被‘0’断开了,就需要计算一次
if (tmp.size() > 0) {
heights.push_back(tmp);
tmp.clear();
}
}
}
if (tmp.size() > 0)
heights.push_back(tmp);
}
int res = 0;
for (int i = 0; i < heights.size(); i++) {
res = max(res, calc(heights[i]));
}
return res;
}
// 给定高度,求最大矩阵面积,时间复杂度O(n)
int calc(vector<int>& height) {
if (height.size() <= 0)
return 0;
stack<int> tb;
int n = height.size();
int res = 0;
for (int i = 0; i < n; i++) {
while (!tb.empty() && height[tb.top()] >= height[i]) {
int index = tb.top();
tb.pop();
if (tb.empty()) {
res = max(res, i * height[index]);
} else {
res = max(res, (i - tb.top() - 1) * height[index]);
}
}
tb.push(i);
}
while (!tb.empty()) {
int index = tb.top();
tb.pop();
if (tb.empty()) {
res = max(res, n * height[index]);
} else {
res = max(res, (n - tb.top() - 1) * height[index]);
}
}
return res;
}
};