In this post, we are going to discuss leetcode 1254 — Number of Closed Islands, which is asked in Google interviews.
Problem Analysis
Given a 2D
grid
consists of0s
(land) and1s
(water). An island is a maximal 4-directionally connected group of0s
and a closed island is an island totally (all left, top, right, bottom) surrounded by1s.
Return the number of closed islands.
Example 1:
Input: grid = [[1,1,1,1,1,1,1,0],[1,0,0,0,0,1,1,0],[1,0,1,0,1,1,1,0],[1,0,0,0,0,1,0,1],[1,1,1,1,1,1,1,0]]
Output: 2
Explanation: Islands in gray are closed because they are completely surrounded by water (group of 1s).
Example 2:
Input: grid = [[0,0,1,0,0],[0,1,0,1,0],[0,1,1,1,0]]
Output: 1
My Thinking Process
This is a graph problem, where we need to count the number of connected 0
s surrounded by 1
s.
We can start with the below steps:
- DFS / BFS the four edges upon values of
0
, and then overwrite the0
to some other value to mark it as visited. These are the0
s which are not surrounded by1
s, which we will exclude. - Loop on the rest of the matrix, once we see an
0
, we do DFS / BFS to mark…