void CISLSView::OnThresholdOtsu()
{
//程序编制:李立宗
//2012-8-14
if(myImage1.IsNull())
OnOpenResourceFile();
if(!myImage2.IsNull())
myImage2.Destroy();
if(myImage2.IsNull()){
myImage2.Create(myImage1.GetWidth(),myImage1.GetHeight(),24,0);
}
//COLORREF pixel;
int maxY = myImage1.GetHeight();
int maxX=myImage1.GetWidth();
byte* pRealData;
byte* pRealData2;
pRealData=(byte*)myImage1.GetBits();
pRealData2=(byte*)myImage2.GetBits();
int pit=myImage1.GetPitch();
int pit2=myImage2.GetPitch();
//需要注意,pit和pit2的值并不一样,所以如果使用一个值,会导致不同的结果出现
//CString str;
//str.Format(TEXT("%d"),pit);
//MessageBox(str);
//str.Format(TEXT("%d"),pit2);
//MessageBox(str);
int bitCount=myImage1.GetBPP()/8;
int bitCount2=myImage2.GetBPP()/8;
int tempR,tempG,tempB;
//float temp,tempX,tempY;
int temp;
int T=128;
//int pixel[4];
float u0,u1; //均值
float w0,w1; //概率
float sum0,sum1; //像素和
int optIndex,optT; //最优阈值,及其所在像素的值
float fVaria,fMaxVaria=0; //临时方差,最大方差
int i; //循环变量
//int pixelR[256],pixelG[256],pixelB[256];
int pixel[256]={0}; //不要忘记初始化
for (int y=0; y<maxY-1; y++) {
for (int x=0; x<maxX-1; x++) {
temp=*(pRealData+pit*(y)+(x)*bitCount);
if(bitCount==3)
{
tempR=*(pRealData+pit*(y)+(x)*bitCount);
tempG=*(pRealData+pit*(y)+(x)*bitCount+1);
tempB=*(pRealData+pit*(y)+(x)*bitCount+2);
temp=(int)(tempR*0.49+tempG*0.31+tempB*0.2);
//temp=(int)((tempR+tempG+tempB)/3);
}

*(pRealData2+pit2*(y)+(x)*bitCount2)=temp;
*(pRealData2+pit2*(y)+(x)*bitCount2+1)=temp;
*(pRealData2+pit2*(y)+(x)*bitCount2+2)=temp;
}
}
for (int y=0; y<maxY; y++) {
for (int x=0; x<maxX; x++) {
temp=*(pRealData2+pit2*(y)+(x)*bitCount2);
pixel[temp]++;

}
}
//CString str;
//str.Format(TEXT("%d"),pixel[3]);
//MessageBox(str);

for(optIndex=0;optIndex<256;optIndex++)
{
u0=0;
sum0=0;
for(i=0;i<=optIndex;i++)
{
u0+=i*pixel[i];
sum0+=pixel[i];
}
u0/=sum0;
w0=(float)(sum0)/(maxX*maxY);
u1=0;
sum1=0;
for(i=optIndex;i<=255;i++)
{
u1+=i*pixel[i];
sum1+=pixel[i];
}
u1/=sum1;
w1=1-w0;
fVaria=w0*w1*(u0-u1)*(u0-u1);
if(fVaria>fMaxVaria)
{
fMaxVaria=fVaria;
optT=optIndex;
}
}


for (int y=0; y<maxY; y++) {
for (int x=0; x<maxX; x++) {
temp=*(pRealData2+pit2*(y)+(x)*bitCount2);
if(temp>optT)
tempR=255;
else
tempR=0;
tempG=tempR;
tempB=tempR;
*(pRealData2+pit2*y+x*bitCount2)=tempR;
*(pRealData2+pit2*y+x*bitCount2+1)=tempG;
*(pRealData2+pit2*y+x*bitCount2+2)=tempB;
}
}
Invalidate();
}