void GeneralizedPatchMatch::reconstErrorDisplay (const Mat& src, const Mat& dst, const dynamicArray2D<p_offset>& NearNei, int k, int time) {
Mat temp = Mat::zeros(dst.size(), CV_64FC1), mapped = Mat::zeros(dst.size(), dst.type());
for (int i = 0; i < mapped.rows; i ++) {
for (int j = 0; j < mapped.cols; j ++) {
mapped.at<Vec3d>(i, j) = src.at<Vec3d>(NearNei.get(i, j).get(k).offset + Point(j, i));
}
}
for (int i = 0; i < dst.rows; i ++) {
for (int j = 0; j < dst.cols; j ++) {
temp.at<double>(i, j) = Vec3dDiff(dst.at<Vec3d>(i, j), mapped.at<Vec3d>(i, j));
}
}
// double temp_max = maxMatItem(temp);
// temp /= temp_max;
temp = temp*3;
showMat(temp, "error", time);
temp.release();
}
// Display the reconstructed image according to the nearest neighbor field
void GeneralizedPatchMatch::reconstDisplay (const Mat& src, const dynamicArray2D<p_offset>& NearNei, int k, int time) {
Mat mapped = Mat::zeros(NearNei.rows, NearNei.cols, CV_64FC3);
for (int i = 0; i < mapped.rows; i ++) {
for (int j = 0; j < mapped.cols; j ++) {
mapped.at<Vec3d>(i, j) = src.at<Vec3d>(NearNei.get(i, j).get(k).offset + Point(j, i));
}
}
showMat(mapped, "mapped", time);
mapped.release();
}
void GeneralizedPatchMatch::RepetendDisplay(const cv::Mat src, const dynamicArray2D<p_offset> &NeaNei) {
Mat temp = Mat::zeros(src.size(), CV_64FC1);
for (int i = 0; i < temp.rows; i ++) {
for (int j = 0; j < temp.cols; j ++) {
for (int k = 0; k < NeaNei.get(i, j).size(); k ++) {
// for (int p = -PATCHHEIGHT; p <= PATCHHEIGHT; p ++) {
// for (int q = -PATCHWIDTH; q <= PATCHWIDTH; q ++) {
for (int n = 0; n < NeaNei.get(i, j).size(); n ++) {
temp.at<double>(i, j) += patchTool.SSD(src, NeaNei.get(i, j).get(k).offset + Point(j, i), src, NeaNei.get(i, j).get(n).offset + Point(j, i));
}
// }
// }
}
}
}
// double temp_max = maxMatItem(temp);
// temp /= temp_max;
// temp = Mat::ones(temp.size(), temp.type()) - temp;
for (int i = 0; i < 10; i ++) {
showMat(temp, "repetend", 0);
temp = temp*(2);
}
temp.release();
}
void PatchMatch::distanceDisplay (RosMat<offsetElement> &array) {
Mat temp = Mat::zeros(array.rows, array.cols, CV_64FC1);
for (int i = 0; i < array.rows; i ++) {
for (int j = 0; j < array.cols; j ++) {
temp.at<double>(i, j) = sqrt(array.at(i, j).offset.x*array.at(i, j).offset.x + array.at(i, j).offset.y*array.at(i, j).offset.y);
}
}
double temp_max = maxMatItem(temp);
temp /= temp_max;
showMat(temp, "distance", 0);
temp.release();
}
void PatchMatch::reconstErrorDisplay (const Mat& dst, const Mat& mapped) {
Mat temp = Mat::zeros(dst.size(), dst.type());
Mat temp_dst = dst.clone();
for (int i = 0; i < temp_dst.rows; i ++) {
for (int j = 0; j < temp_dst.cols; j ++) {
temp_dst.at<Vec3d>(i, j) = temp_dst.at<Vec3d>(i, j)*dst_mask.at<double>(i, j);
}
}
absdiff(temp_dst, mapped, temp);
showMat(temp, "error", 0);
temp.release();
}
void showMat(const Mat &image)
{
if (image.type() == CV_32F) {
double min, max;
minMaxLoc(image, &min, &max);
Mat image2 = image.clone();
image2 -= min;
image2 /= max;
im = createIndexed(image.cols, image.rows);
for (int i = 0; i < image2.cols; i++) {
for (int j = 0; j < image2.rows; j++) {
im.setPixel(i, j, image2.at<float>(j, i) * 255);
}
}
} else if (image.type() == CV_32FC3) {
vector<Mat> chs;
cv::split(image, chs);
showMat(chs[0]);
return;
} else
im = QImage((const uchar *)image.data, image.cols, image.rows, QImage::Format_RGB888);
imgSource = image;
}
void GeneralizedPatchMatch::distanceDisplay (const dynamicArray2D<p_offset>& array, int k, int time) {
Mat temp = Mat::zeros(array.rows, array.cols, CV_64FC1);
for (int i = 0; i < array.rows; i ++) {
for (int j = 0; j < array.cols; j ++) {
Point offset = array.get(i, j).get(k).offset;
temp.at<double>(i, j) = sqrt(offset.x*offset.x + offset.y*offset.y);
}
}
double temp_max = maxMatItem(temp);
temp /= temp_max;
showMat(temp, "distance", time);
temp.release();
}
void PatchMatch::match(const cv::Mat &src, const cv::Mat &dst, RosMat<offsetElement> &NearNei) {
double err = 0, pre_err = 0;
do {
pre_err = err;
propagation(src, dst, NearNei);
err = errorComputation(dst, coordinateMapping(src, NearNei));
// cout<<err<<", "<<abs(err - pre_err)<<" : "<<HALTING_PARA*err<<endl;
} while ( abs(err - pre_err) > HALTING_PARA*err);
showMat(coordinateMapping(src, NearNei), "map", 0);
// showMat(dst, "d", 1);
// showMat(src, "s", 0);
reconstErrorDisplay(dst, coordinateMapping(src, NearNei));
distanceDisplay(NearNei);
}
/*****************************************************************
* 函数名称：showGame
* 描述说明：显示连连看游戏
* 输入参数：p_gameUi:游戏体指针
* 输出参数：无
*****************************************************************/
void showGame(gameUi_t *p_gameUi)
{
showWin(&p_gameUi->m_ui);
showMat(&p_gameUi->m_mat);
showTime(restTime);
}
void PatchMatch::reconstDisplay (const Mat& src, RosMat<offsetElement>& NearNei) {
showMat(coordinateMapping(src, NearNei), "Reconstructed dst", 0);
}