int perImgProcessing(const Mat img, const string faceDetectModel, const string detectionModelPath,
const string trackingModelPath, const float ec_mc_y, const float ec_y, vecM &result)
{
// face detection
#if OPENCV
FACE_HANDLE face_detection_handle;
int ret_fd_init = getDetectionHandle(&face_detection_handle, faceDetectModel);
if(0 != ret_fd_init || NULL == &face_detection_handle) {
cout << "Error init for face alignment!" << endl;
return -1;
}
vecR rect;
string error;
int ret_fd = detectFace(face_detection_handle, img, rect, error);
if(0 != ret_fd)
{
cout << error <<endl;
return -1;
}
#else
#endif
// face alignment
FACE_HANDLE face_alignment_handle;
int ret_fa = getAlignmentHandle(&face_alignment_handle, detectionModelPath, trackingModelPath);
if(0 != ret_fa || NULL == face_alignment_handle) {
cout << "Error init for face alignment!" << endl;
return -1;
}
for(int i = 0; i < rect.size(); ++i)
{
Mat temp;
faceAlignment(face_alignment_handle, img, rect[i], ec_mc_y, ec_y, temp, error);
/*if(0 != ret)
{
cout << error << endl;
continue;
}*/
result.push_back(temp);
}
releaseDetectionHandle(&face_detection_handle);
releaseAlignmentHandle(&face_alignment_handle);
return 0;
}
// load format(imgW, i) and add information to the back of imgs and lens
void CmIllustr::LoadImgs(CStr &imgW, vecM &imgs, vecD &lens, int W, int H)
{
bool toRow = W > H;
double crnt = -space;
if (imgs.size()){ // There exist a predefined image for sketch
lens.push_back(toRow ? H*imgs[0].cols*1./imgs[0].rows : W*imgs[0].rows*1./imgs[0].cols);
crnt += lens[0] + space;
}
for (int i = 0; i < 500; i++){
string imgN = format(_S(imgW), i), inDir, maskN;
vecS names;
int subN = CmFile::GetNames(imgN, names, inDir);
if (subN == 0)
continue;
Mat img = imread(inDir + names[0]);
if (img.data == NULL){
printf("Can't load image file %-70s\n", _S(names[0]));
continue;
}
if (subN > 1){
Mat mask1u = imread(inDir + names[1], CV_LOAD_IMAGE_GRAYSCALE), big1u;
dilate(mask1u, big1u, Mat(), Point(-1, -1), 5);
bitwise_xor(mask1u, big1u, mask1u);
img.setTo(Scalar(0, 0, 255), mask1u);
}
lens.push_back(toRow ? H*img.cols*1./img.rows : W*img.rows*1./img.cols);
imgs.push_back(img);
crnt += lens[lens.size() - 1] + space;
if (crnt >= max(H, W))
break;
}
int num = imgs.size();
if (num && abs(crnt - max(H,W)) > abs(crnt - lens[num - 1] - space - max(H,W)))
imgs.resize(num - 1), lens.resize(num - 1);
printf("%s: %d\n", _S(imgW), num);
if (crnt < max(H, W)) {
printf(_S(imgW + ": not enough images\n"));
exit(0);
}
}