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1277. Count Square Submatrices with All Ones

問題:

給定由0,1構成的陣列,求由1構成的(各種長度邊長的)正方形的總個數有多少。

Example 1:

Input: matrix =
[
  [0,1,1,1],
  [1,1,1,1],
  [0,1,1,1]
]
Output: 15
Explanation: 
There are 10 squares of side 1.
There are 4 squares of side 2.
There is  1 square of side 3.
Total number of squares = 10 + 4 + 1 = 15.

Example 2:
Input: matrix = 
[
  [1,0,1],
  [1,1,0],
  [1,1,0]
]
Output: 7
Explanation: 
There are 6 squares of side 1.  
There is 1 square of side 2. 
Total number of squares = 6 + 1 = 7.
 
Constraints:
1 <= arr.length <= 300
1 <= arr[0].length <= 300
0 <= arr[i][j] <= 1

  

解法:

動態規劃DP

dp[i][j]:代表,以matrix[i][j]為右下角的正方形的個數。

動態轉移方程:

如果該節點matrix[i][j]==1:

dp[i][j]=min(dp[i-1][j-1], dp[i-1][j],dp[i][j-1]) +1

如果該節點matrix[i][j]==0:

dp[i][j]=0=matrix[i][j]

程式碼參考:

 1 class Solution {
 2 public:
 3     int countSquares(vector<vector<int>>& matrix) {
 4         int
m=matrix.size(), n=matrix[0].size(); 5 int res=0; 6 for(int i=0; i<m; i++){ 7 for(int j=0; j<n; j++){ 8 if(i>0 && j>0 && matrix[i][j]>0){ 9 matrix[i][j] = min(matrix[i-1][j-1], min(matrix[i-1][j], matrix[i][j-1
]))+1; 10 } 11 res+=matrix[i][j]; 12 } 13 } 14 return res; 15 } 16 };