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Given a matrix
, and a target
, return the number of non-empty submatrices that sum to target.
A submatrix x1, y1, x2, y2
is the set of all cells matrix[x][y]
with x1 <= x <= x2
and y1 <= y <= y2
.
Two submatrices (x1, y1, x2, y2)
and (x1', y1', x2', y2')
are different if they have some coordinate that is different: for example, if x1 != x1'
.
Example 1:
Input: matrix = [[0,1,0],[1,1,1],[0,1,0]], target = 0
Output: 4
Explanation: The four 1x1 submatrices that only contain 0.
Example 2:
Input: matrix = [[1,-1],[-1,1]], target = 0
Output: 5
Explanation: The two 1x2 submatrices, plus the two 2x1 submatrices, plus the 2x2 submatrix.
Note:
1 <= matrix.length <= 300
1 <= matrix[0].length <= 300
-1000 <= matrix[i] <= 1000
-10^8 <= target <= 10^8
[Array]
[Dynamic Programming]
[Sliding Window]
Hints
Hint 1
Using a 2D prefix sum, we can query the sum of any submatrix in O(1) time.
Now for each (r1, r2), we can find the largest sum of a submatrix that uses every row in [r1, r2] in linear time using a sliding window.