int pr_test_plate_locate()
{
cout << "test_plate_locate" << endl;
const string file = "resources/image/plate_locate.jpg";
cv::Mat src = imread(file);
vector<cv::Mat> resultVec;
CPlateLocate plate;
//plate.setDebug(0);
//plate.setLifemode(true);
int result = plate.plateLocate(src, resultVec);
if (result == 0)
{
size_t num = resultVec.size();
for (size_t j = 0; j < num; j++)
{
cv::Mat resultMat = resultVec[j];
imshow("plate_locate", resultMat);
waitKey(0);
}
destroyWindow("plate_locate");
}
return result;
}
int test_plate_locate()
{
cout << "test_plate_locate" << endl;
Mat src = imread("image/plate_locate.jpg");
//Mat src = imread("image/baidu_image/test6.jpg");
vector<Mat> resultVec;
CPlateLocate plate;
plate.setDebug(1);
plate.setGaussianBlurSize(5);
plate.setMorphSizeWidth(17);
int result = plate.plateLocate(src, resultVec);
if (result == 0)
{
int num = resultVec.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = resultVec[j];
imshow("plate_locate", resultMat);
waitKey(0);
}
}
return result;
}
int test_plate_locate()
{
cout << "test_plate_locate" << endl;
Mat src = imread("image/test.jpg");
vector<Mat> resultVec;
CPlateLocate plate;
plate.setDebug(1);
plate.setLifemode(true);
int result = plate.plateLocate(src, resultVec);
if (result == 0)
{
int num = resultVec.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = resultVec[j];
imshow("plate_locate", resultMat);
waitKey(0);
}
destroyWindow("plate_locate");
}
return result;
}
int test_plate_judge()
{
cout << "test_plate_judge" << endl;
Mat src = imread("image/plate_judge.jpg");
//可能是车牌的图块集合
vector<Mat> matVec;
//经过SVM判断后得到的图块集合
vector<Mat> resultVec;
CPlateLocate lo;
lo.setDebug(1);
lo.setLifemode(true);
int resultLo = lo.plateLocate(src, matVec);
if (0 != resultLo)
return -1;
cout << "plate_locate_img" << endl;
if (resultLo == 0)
{
int num = matVec.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = matVec[j];
imshow("plate_judge", resultMat);
waitKey(0);
}
destroyWindow("plate_judge");
}
CPlateJudge ju;
int resultJu = ju.plateJudge(matVec, resultVec);
if (0 != resultJu)
return -1;
cout << "plate_judge_img" << endl;
if (resultJu == 0)
{
int num = resultVec.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = resultVec[j];
imshow("plate_judge", resultMat);
waitKey(0);
}
destroyWindow("plate_judge");
}
return resultJu;
}
// 定位并判断车牌有无，放置在指定位置
void tag_data(const char* source_folder, const char* has_plate_folder,
const char* no_plate_folder, const char* svm_model) {
assert(source_folder);
assert(has_plate_folder);
assert(no_plate_folder);
assert(svm_model);
auto files = Utils::getFiles(source_folder);
size_t size = files.size();
if (0 == size) {
std::cout << "No file found in " << source_folder << std::endl;
return;
}
CPlateLocate locator;
CPlateJudge judger;
judger.LoadModel(svm_model);
for (auto f : files) {
auto filename = Utils::getFileName(f);
std::cout << "Tagging: " << f << std::endl;
// auto plate_string = plate_from_path(f);
cv::Mat image = cv::imread(f);
assert(!image.empty());
std::vector<cv::Mat> maybe_plates;
locator.plateLocate(image, maybe_plates);
int plate_index = 0;
for (auto plate : maybe_plates) {
char save_to[255] = {0};
int result = 0;
judger.plateJudge(plate, result);
if (result == 1) {
// it's a plate
sprintf(save_to, "%s/%s_%d.jpg",
has_plate_folder, filename.c_str(), plate_index);
std::cout << "[Y] -> " << save_to << std::endl;
} else {
// no plate found
sprintf(save_to, "%s/%s_%d.jpg",
no_plate_folder, filename.c_str(), plate_index);
std::cout << "[N] -> " << save_to << std::endl;
}
utils::imwrite(save_to, plate);
++plate_index;
}
}
}
static void plate_locate(const char* image, const bool life_mode = true) {
cv::Mat src = cv::imread(image);
_ASSERT(!src.empty());
CPlateLocate plate;
plate.setDebug(1);
plate.setLifemode(life_mode);
std::vector<cv::Mat> results;
plate.plateLocate(src, results);
}
void CBATCHDlg::OnBnClickedButtonLocation()
{
CPlateLocate plate;
plate.setDebug(0);
plate.setGaussianBlurSize(5);
plate.setMorphSizeWidth(17);
plate.setMorphSizeHeight(10);
plate.setVerifyMin(8);
plate.setVerifyMax(80);
for(vector<CString>::size_type v_i = 0; v_i < m_images.size(); ++v_i)
{
vector<Mat> resultVec;
string str = m_images[v_i].GetBuffer(0);
Mat src = imread(str, 1);
int result = plate.plateLocate(src, resultVec);
if (result == 0)
{
int num = resultVec.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = resultVec[j];
//IplImage pImg = resultMat;
stringstream ss(stringstream::in | stringstream::out);
ss << this->m_savepath << "\\" << v_i << "_location" << j << ".jpg";
imwrite(ss.str(), resultMat);
}
}
}
}
void CBATCHDlg::OnBnClickedButtonLocation2()
{
CPlateLocate plate; plate.setDebug(1);
//plate.setVerifyMax(500);
//plate.setVerifyMin(50);
for(vector<CString>::size_type v_i = 0; v_i < m_images.size(); ++v_i)
{
string str = m_images[v_i].GetBuffer(0);
int index1 = str.find_last_of("\\");
int index2 = str.find_last_of(".");
string name = str.substr(index1 + 1,index2 - index1 - 1);
vector<Mat> resultVec;
Mat src = imread(str, 1);
int result = plate.plateLocate2(src, resultVec);
if (result == 0)
{
int num = resultVec.size();
if(1 == num)
{
Mat resultMat = resultVec[0];
stringstream ss(stringstream::in | stringstream::out);
ss << this->m_savepath << "\\" << name << ".jpg";
imwrite(ss.str(), resultMat);
}
else
{
for (int j = 0; j < num; j++)
{
Mat resultMat = resultVec[j];
stringstream ss(stringstream::in | stringstream::out);
ss << this->m_savepath << "\\" << name << "_" << j << ".jpg";
imwrite(ss.str(), resultMat);
}
}
}
}
MessageBox("Finish.");
}
int test_plate_locate_batch(const char*path)
{
cout << "test_plate_locate" << endl;
char* chCurPath = getcwd(NULL, 0);
vector<cv::Mat> matVec;
vector<cv::Mat> resultVec;
CPlateLocate plate;
vector<string> fileVec;
cv::Mat src;
fileVec = BrowseFilenamesOneLayer(path, "*.jpg");
_chdir(chCurPath);
cout << fileVec.size() << endl;
for (int i = 0; i < fileVec.size(); i++)
{
string fileName = fileVec[i];
cout << "fileName=" << fileName << endl;
//const string file = "resources/image/plate_locate.jpg";
src = imread(fileName);
int result = plate.plateLocate(src, matVec);
if (result == 0)
{
size_t num = matVec.size();
for (size_t j = 0; j < num; j++)
{
cv::Mat resultMat = matVec[j];
//imshow("plate_locate", resultMat);
//waitKey(0);
ostringstream os;
char a[10];
itoa(j, a, 10);
os << "resources/image/general_test_pr/" << a << ".jpg";
cout << os.str() << endl;
imwrite(os.str(), resultMat);
}
//destroyWindow("plate_locate");
}
}
return 0;
}
int plate_locatte_main(vector<Mat>& resultDT){
cout << "process plat_locatte_main...";
Mat src = imread(NATIVE_RECG_PATH+"/test.jpg");
CPlateLocate plate;
plate.setDebug(OPTION_DEBUG);
plate.setLifemode(OPTION_LIFEMODE);
int result = plate.plateLocate(src, resultDT);
if (result == 0)
{
int num = resultDT.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = resultDT[j];
show_dialog(resultMat);
}
cout << "OK";
}
cout << endl;
return result;
}
int test_plate_locate()
{
cout << "test_plate_locate" << endl;
Mat src = imread(img_plate_locate);
vector<Mat> resultVec;
CPlateLocate plate;
plate.setDebug(1);
plate.setLifemode(true);
vector<Mat> resultPlates;
vector<CPlate> color_Plates;
vector<CPlate> sobel_Plates;
vector<CPlate> color_result_Plates;
vector<CPlate> sobel_result_Plates;
vector<CPlate> all_result_Plates;
const int color_find_max = 4;
plate.plateColorLocate(src, color_Plates);
for (int i = 0; i<color_Plates.size(); ++i)
color_result_Plates.push_back(color_Plates[i]);
for (int i = 0; i< color_result_Plates.size(); i++)
{
CPlate plate = color_result_Plates[i];
all_result_Plates.push_back(plate);
}
//颜色和边界闭操作同时采用
{
plate.plateSobelLocate(src, sobel_Plates);
for (int i = 0; i<sobel_Plates.size(); ++i)
{
sobel_result_Plates.push_back(sobel_Plates[i]);
}
for (int i = 0; i< sobel_result_Plates.size(); i++)
{
CPlate plate = sobel_result_Plates[i];
plate.bColored = false;
all_result_Plates.push_back(plate);
}
}
for (int i = 0; i < all_result_Plates.size(); i++)
{
// 把截取的车牌图像依次放到左上角
CPlate plate = all_result_Plates[i];
Mat resultMat = plate.getPlateMat();
imshow("plate_locate", resultMat);
waitKey(0);
}
destroyWindow("plate_locate");
/*int result = plate.plateLocate(src, resultVec);
if (result == 0)
{
int num = resultVec.size();
for (int j = 0; j < num; j++)
{
Mat resultMat = resultVec[j];
imshow("plate_locate", resultMat);
waitKey(0);
}
destroyWindow("plate_locate");
}*/
return 0;
}