std::vector<DkPolyRect> DkPageSegmentation::apply(const cv::Mat& src, bool useLab, const DkPolyRect& oldRect) {
std::vector<DkPolyRect> pageRects;
// run the page segmentation
DkPageSegmentation segM(src, oldRect);
segM.compute(useLab);
segM.filterDuplicates();
//pageRects = segM.getRects();
DkPolyRect r = segM.getDocumentRect();
if (!r.empty())
pageRects.push_back(r);
return pageRects;
}
/**
* Main function: runs plugin based on its ID
* @param plugin ID
* @param image to be processed
**/
QSharedPointer<nmc::DkImageContainer> DkPageExtractionPlugin::runPlugin(
const QString &runID,
QSharedPointer<nmc::DkImageContainer> imgC,
const nmc::DkSaveInfo& saveInfo,
QSharedPointer<nmc::DkBatchInfo>& batchInfo) const {
if (!mRunIDs.contains(runID) || !imgC)
return imgC;
cv::Mat img = nmc::DkImage::qImage2Mat(imgC->image());
// run the page segmentation
DkPageSegmentation segM(img);
segM.compute();
segM.filterDuplicates();
// crop image
if(runID == mRunIDs[id_crop_to_page]) {
imgC->setImage(segM.getCropped(imgC->image()), tr("Page Cropped"));
}
// save to metadata
if(runID == mRunIDs[id_crop_to_metadata]) {
if (segM.getRects().empty())
imgC = QSharedPointer<nmc::DkImageContainer>(); // notify parent
else {
nmc::DkRotatingRect rect = segM.getMaxRect().toRotatingRect();
QSharedPointer<nmc::DkMetaDataT> m = imgC->getMetaData();
m->saveRectToXMP(rect, imgC->image().size());
}
}
// draw rectangles to the image
else if(runID == mRunIDs[id_draw_to_page]) {
QImage dImg = imgC->image();
segM.draw(dImg);
imgC->setImage(dImg, tr("Page Annotated"));
}
else if (runID == mRunIDs[id_eval_page]) {
QImage dImg = imgC->image();
QPolygonF gt = readGT(imgC->filePath());
QPen pen(QColor(100, 200, 50));
pen.setWidth(10);
QPainter p(&dImg);
p.setPen(pen);
p.drawPolygon(gt);
p.end();
segM.draw(dImg);
imgC->setImage(dImg, tr("Result vs GT"));
double ji = jaccardIndex(imgC->image().size(), gt, segM.getMaxRect().toPolygon());
QString data = imgC->fileName() + ", " + QString::number(ji) + "\n";
qDebug() << data;
QFile file(mResultPath);
file.open(QIODevice::WriteOnly | QIODevice::Append);
QTextStream stream(&file);
stream << data;
qInfo() << "results written to" << mResultPath;
}
// wrong runID? - do nothing
return imgC;
}