int _tmain(int argc, _TCHAR* argv[])
{
IplImage* input_img = cvLoadImage("Carol_Niedermayer_0001.jpg",0);
Mat input_mat=cvarrToMat(input_img,true);
if (input_mat.cols == 0)
{
cout<<"can not load image"<<endl;
return 1;
}
Rect face_box = face_detect(input_mat);
cout<<"here"<<endl;
Mat aligned_face(128,128,CV_8UC1);
int flag = face_align(input_mat,&aligned_face,face_box);
if(flag == 0)
{
cout<<"can not align the face image"<<endl;
return 1;
}
imwrite("aligned_face.bmp",aligned_face);
char* modelPath = "casia_144_ve_id_model_iter_1210000.bin";
const int layer_index =14;
const int len = 320*8*8;
float* feature = (float*)malloc(320*sizeof(float));
clock_t start, end;
double time;
start = clock();
cnnFace cnn(modelPath,layer_index,len);
if (cnn.cnnFaceInit() != 0) {
return 1;
}
cnn.getFeature(aligned_face, feature);
//cnn.getFeature(imgFace2, feat2);
//float score = cnn.getScore(feat1, feat2);
end = clock();
time = (double)(end - start) / CLOCKS_PER_SEC;
cout << "The score is " << "\nTime is " << time << endl;
cnn.~cnnFace();
free(feature);
return 0;
}
BOOL CSkin::OnInitDialog()
{
CDialogEx::OnInitDialog();
// TODO: 在此添加额外的初始化
CSliderCtrl *pSlidCtrl = (CSliderCtrl*)GetDlgItem(IDC_RUB_SKIN);
pSlidCtrl->SetRange(0, 100);
pSlidCtrl->SetPos(0);
pSlidCtrl = (CSliderCtrl*)GetDlgItem(IDC_WHITE_SKIN);
pSlidCtrl->SetRange(0, 100);
pSlidCtrl->SetPos(0);
CMainFrame* pMain = (CMainFrame*)AfxGetApp()->m_pMainWnd;
COpenCVPlatDoc *pDoc = (COpenCVPlatDoc*)pMain->GetActiveDocument();
COpenCVPlatView *pView = (COpenCVPlatView*)pMain->GetActiveView();
face_detect(pDoc->image);
if (faces.size() == 0)
{
face_info.SetString(_T("没有检测到人脸！"));
}
else
{
face_info.Format(_T("检测到了%d张人脸！"), faces.size());
}
UpdateData(false);
int window_size = 11;
int height = pDoc->image.size().height;
int width = pDoc->image.size().width;
for (int i = 0; i < faces.size(); i++)
{
int sx = faces[i].x;
int sy = faces[i].y;
int ex = faces[i].x + faces[i].width;
int ey = faces[i].y + faces[i].height;
if (pDoc->image.channels() == 3)
{
for (int row = sy; row < ey; row++)
{
uchar *data = rub_img.ptr<uchar>(row);
for (int col = sx; col < ex; col++)
{
double r = 0, g = 0, b = 0;
double wr = 0, wg = 0, wb = 0;
for (int i = row - window_size / 2; i <= row + window_size / 2; i++)
for (int j = col - window_size / 2; j <= col + window_size / 2; j++)
{
if (i >= 0 && i < height &&
j >= 0 && j < width)
{
uchar *old_data = old_img.ptr<uchar>(i);
int wind_i = i - row + window_size / 2;
int wind_j = j - col + window_size / 2;
double tb = wij(i, j, row, col, old_data[j * 3], data[col * 3]);
double tg = wij(i, j, row, col, old_data[j * 3 + 1], data[col * 3 + 1]);
double tr = wij(i, j, row, col, old_data[j * 3 + 2], data[col * 3 + 2]);
b += old_data[j * 3] * tb;
g += old_data[j * 3 + 1] * tg;
r += old_data[j * 3 + 2] * tr;
wb += tb;
wg += tg;
wr += tr;
}
}
data[col * 3] = b / wb;
data[col * 3 + 1] = g / wg;
data[col * 3 + 2] = r / wr;
}
}
}
else
{
for (int row = sy; row < ey; row++)
{
uchar *data = rub_img.ptr<uchar>(row);
for (int col = sx; col < ex; col++)
{
double r = 0, g = 0, b = 0;
double w = 0;
for (int i = row - window_size / 2; i <= row + window_size / 2; i++)
for (int j = col - window_size / 2; j <= col + window_size / 2; j++)
{
if (i >= 0 && i < height &&
j >= 0 && j < width)
{
uchar *old_data = old_img.ptr<uchar>(i);
int wind_i = i - row + window_size / 2;
int wind_j = j - col + window_size / 2;
double t = wij(i, j, row, col, old_data[j], data[col]);
b += old_data[j] * t;
w += t;
}
}
data[col] = b / w;
}
}
}
}
return TRUE; // return TRUE unless you set the focus to a control
// 异常: OCX 属性页应返回 FALSE
}
int main(int argc, char* argv[]) {
face_detect();
return 0;
}
