图割Graph-Cut的最大流实现

时间:2022-02-28 06:43:15

利用最大流标号法求解最大流,详见代码:

Version:未加头尾节点版;

缺点:havn't take nodes' pixels into consideration

/************************************************************************/
/* MaxFlow solve graph cut program */
/************************************************************************/
/*
File description:
This program for graph cut based on Ford - Fulkerson Algorithm.
Input:
M(edge number) N(node number)
then M lines input 3 parameters each line:
start_point end_point edge_capacity
e.g 5 4 1 4 40 1 2 20 2 4 10 4 3 30 3 2 10
output:
Line 1:maxflow value
Line2:nodes in Class 1
e.g
MAX Flow is 50
nodes in class S: 1 2
=========================================================================
CreateTime:2011-8-8
Author:@Zhang Ruiqing
*/
#include<iostream>
#include<queue>
using namespace std;
#define N 250//point
#define M 250*250//edge
#define INF 1000000000
#define min(a,b) a<b?a:b

int pre[N],map[N][N];
int minlen[N];//minlen[i] represents min length from s to i
int pathmin[N];//min flow in this path from i to t
queue<int>Q;

int n,m,s,t;

void init(int s)
{
memset(pre,0,sizeof(pre));
for(int i=0;i<=n;i++)
minlen[i]=pathmin[i]=INF;
minlen[s]=0;
}

bool bfs(int s,int t)
{
init(s);
//push start node
Q.push(s);
while(!Q.empty())
{
int now=Q.front();
Q.pop();
for(int i=1;i<=n;i++)
{
if(map[now][i]!=0&&minlen[now]+map[now][i]<minlen[i])
{
minlen[i]=minlen[now]+map[now][i];
pre[i]=now;
pathmin[i]=min(pathmin[now],map[now][i]);
Q.push(i);
}
}
}
if(minlen[n]==INF)
return false;
return true;
}

int max_flow(int s,int t)
{
int res=0;
while(bfs(s,t))//if can find an augment road
{
int minflow=pathmin[n];//minimal flow in the path
int point=t;//calculate from end point t to start point s
while(point!=s)
{
int prep=pre[point];
map[prep][point]-=minflow;//positive road -= flow
map[point][prep]+=minflow;//nagative road+= flow
point=prep;
}
res+=minflow;
}
return res;
}

int main()
{
int i,j;
int a,b,c;
while(scanf("%d%d",&m,&n)!=EOF)
{
memset(map,0,sizeof(map));
for(i=0;i<m;i++)
{
cin>>a>>b>>c;
map[a][b]+=c;
}
s=1;
t=n;
cout<<"MAX Flow is "<<max_flow(s,t)<<endl;

cout<<"nodes in class S: 1 ";
for(i=0;i<n;i++)
{
if(pathmin[i]!=INF)
cout<<i<<" ";
}
cout<<endl;
}
return 0;
}

待完善……