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Example 6 with PathObjectHierarchy

use of qupath.lib.objects.hierarchy.PathObjectHierarchy in project qupath by qupath.

the class TMACommands method promptToExportTMAData.

/**
 * Prompt to export summary TMA data for a specific image to a directory.
 * @param qupath
 * @param imageData
 */
public static void promptToExportTMAData(QuPathGUI qupath, ImageData<BufferedImage> imageData) {
    String title = "Export TMA data";
    if (imageData == null) {
        Dialogs.showNoImageError(title);
        return;
    }
    PathObjectHierarchy hierarchy = imageData == null ? null : imageData.getHierarchy();
    if (hierarchy == null || hierarchy.isEmpty() || hierarchy.getTMAGrid() == null || hierarchy.getTMAGrid().nCores() == 0) {
        Dialogs.showErrorMessage(title, "No TMA data available!");
        return;
    }
    var overlayOptions = qupath.getViewers().stream().filter(v -> v.getImageData() == imageData).map(v -> v.getOverlayOptions()).findFirst().orElse(qupath.getOverlayOptions());
    String defaultName = ServerTools.getDisplayableImageName(imageData.getServer());
    File file = Dialogs.promptToSaveFile(null, null, defaultName, "TMA data", ".qptma");
    if (file != null) {
        if (!file.getName().endsWith(".qptma"))
            file = new File(file.getParentFile(), file.getName() + ".qptma");
        double downsample = PathPrefs.tmaExportDownsampleProperty().get();
        TMADataIO.writeTMAData(file, imageData, overlayOptions, downsample);
        WorkflowStep step = new DefaultScriptableWorkflowStep("Export TMA data", "exportTMAData(\"" + GeneralTools.escapeFilePath(file.getParentFile().getAbsolutePath()) + "\", " + downsample + ")");
        imageData.getHistoryWorkflow().addStep(step);
    // PathAwtIO.writeTMAData(file, imageData, viewer.getOverlayOptions(), Double.NaN);
    }
}
Also used : Arrays(java.util.Arrays) ServerTools(qupath.lib.images.servers.ServerTools) PathObjectHierarchy(qupath.lib.objects.hierarchy.PathObjectHierarchy) ArrayList(java.util.ArrayList) Dialogs(qupath.lib.gui.dialogs.Dialogs) TMADataIO(qupath.lib.gui.tma.TMADataIO) ParameterList(qupath.lib.plugins.parameters.ParameterList) Map(java.util.Map) WeakHashMap(java.util.WeakHashMap) RunningStatistics(qupath.lib.analysis.stats.RunningStatistics) QuPathGUI(qupath.lib.gui.QuPathGUI) ImageData(qupath.lib.images.ImageData) BufferedImage(java.awt.image.BufferedImage) GeneralTools(qupath.lib.common.GeneralTools) PathObjects(qupath.lib.objects.PathObjects) TMACoreObject(qupath.lib.objects.TMACoreObject) WorkflowStep(qupath.lib.plugins.workflow.WorkflowStep) Collectors(java.util.stream.Collectors) File(java.io.File) PathObjectTools(qupath.lib.objects.PathObjectTools) PathObject(qupath.lib.objects.PathObject) DefaultTMAGrid(qupath.lib.objects.hierarchy.DefaultTMAGrid) List(java.util.List) BooleanProperty(javafx.beans.property.BooleanProperty) DefaultScriptableWorkflowStep(qupath.lib.plugins.workflow.DefaultScriptableWorkflowStep) QP(qupath.lib.scripting.QP) StringProperty(javafx.beans.property.StringProperty) TMAGrid(qupath.lib.objects.hierarchy.TMAGrid) PathPrefs(qupath.lib.gui.prefs.PathPrefs) DefaultScriptableWorkflowStep(qupath.lib.plugins.workflow.DefaultScriptableWorkflowStep) PathObjectHierarchy(qupath.lib.objects.hierarchy.PathObjectHierarchy) WorkflowStep(qupath.lib.plugins.workflow.WorkflowStep) DefaultScriptableWorkflowStep(qupath.lib.plugins.workflow.DefaultScriptableWorkflowStep) File(java.io.File)

Example 7 with PathObjectHierarchy

use of qupath.lib.objects.hierarchy.PathObjectHierarchy in project qupath by qupath.

the class TMACommands method promptToDeleteTMAGridRowOrColumn.

private static boolean promptToDeleteTMAGridRowOrColumn(ImageData<?> imageData, TMARemoveType type) {
    String typeString = type.toString();
    String title = "Delete TMA " + typeString;
    boolean removeRow = type == TMARemoveType.ROW;
    if (imageData == null) {
        Dialogs.showNoImageError(title);
        return false;
    }
    if (imageData.getHierarchy().getTMAGrid() == null) {
        Dialogs.showErrorMessage(title, "No image with dearrayed TMA cores selected!");
        return false;
    }
    PathObjectHierarchy hierarchy = imageData.getHierarchy();
    PathObject selected = hierarchy.getSelectionModel().getSelectedObject();
    TMACoreObject selectedCore = null;
    if (selected != null)
        selectedCore = PathObjectTools.getAncestorTMACore(selected);
    // Try to identify the row/column that we want
    TMAGrid grid = hierarchy.getTMAGrid();
    int row = -1;
    int col = -1;
    if (selectedCore != null) {
        for (int y = 0; y < grid.getGridHeight(); y++) {
            for (int x = 0; x < grid.getGridWidth(); x++) {
                if (grid.getTMACore(y, x) == selectedCore) {
                    row = y;
                    col = x;
                    break;
                }
            }
        }
    }
    // We need a selected core to know what to remove
    if (row < 0 || col < 0) {
        Dialogs.showErrorMessage(title, "Please select a TMA core to indicate which " + typeString + " to remove");
        return false;
    }
    // Check we have enough rows/columns - if not, this is just a clear operation
    if ((removeRow && grid.getGridHeight() <= 1) || (!removeRow && grid.getGridWidth() <= 1)) {
        if (Dialogs.showConfirmDialog(title, "Are you sure you want to delete the entire TMA grid?"))
            hierarchy.setTMAGrid(null);
        return false;
    }
    // Confirm the removal - add 1 due to 'base 0' probably not being expected by most users...
    int num = removeRow ? row : col;
    if (!Dialogs.showConfirmDialog(title, "Are you sure you want to delete " + typeString + " " + (num + 1) + " from TMA grid?"))
        return false;
    // Create a new grid
    List<TMACoreObject> coresNew = new ArrayList<>();
    for (int r = 0; r < grid.getGridHeight(); r++) {
        if (removeRow && row == r)
            continue;
        for (int c = 0; c < grid.getGridWidth(); c++) {
            if (!removeRow && col == c)
                continue;
            coresNew.add(grid.getTMACore(r, c));
        }
    }
    int newWidth = removeRow ? grid.getGridWidth() : grid.getGridWidth() - 1;
    TMAGrid gridNew = DefaultTMAGrid.create(coresNew, newWidth);
    hierarchy.setTMAGrid(gridNew);
    hierarchy.getSelectionModel().clearSelection();
    // Request new labels
    promptToRelabelTMAGrid(imageData);
    return true;
}
Also used : PathObjectHierarchy(qupath.lib.objects.hierarchy.PathObjectHierarchy) PathObject(qupath.lib.objects.PathObject) TMACoreObject(qupath.lib.objects.TMACoreObject) DefaultTMAGrid(qupath.lib.objects.hierarchy.DefaultTMAGrid) TMAGrid(qupath.lib.objects.hierarchy.TMAGrid) ArrayList(java.util.ArrayList)

Example 8 with PathObjectHierarchy

use of qupath.lib.objects.hierarchy.PathObjectHierarchy in project qupath by qupath.

the class Commands method convertDetectionsToPoints.

/**
 * Convert detection objects to point annotations based upon their ROI centroids.
 * @param imageData the image data to process
 * @param preferNucleus if true, use a nucleus ROI for cell objects (if available
 */
public static void convertDetectionsToPoints(ImageData<?> imageData, boolean preferNucleus) {
    if (imageData == null) {
        Dialogs.showNoImageError("Convert detections to points");
        return;
    }
    PathObjectHierarchy hierarchy = imageData.getHierarchy();
    Collection<PathObject> pathObjects = hierarchy.getDetectionObjects();
    if (pathObjects.isEmpty()) {
        Dialogs.showErrorMessage("Detections to points", "No detections found!");
        return;
    }
    // Remove any detections that don't have a ROI - can't do much with them
    Iterator<PathObject> iter = pathObjects.iterator();
    while (iter.hasNext()) {
        if (!iter.next().hasROI())
            iter.remove();
    }
    if (pathObjects.isEmpty()) {
        logger.warn("No detections found with ROIs!");
        return;
    }
    // Check if existing objects should be deleted
    String message = pathObjects.size() == 1 ? "Delete detection after converting to a point?" : String.format("Delete %d detections after converting to points?", pathObjects.size());
    var button = Dialogs.showYesNoCancelDialog("Detections to points", message);
    if (button == Dialogs.DialogButton.CANCEL)
        return;
    boolean deleteDetections = button == Dialogs.DialogButton.YES;
    PathObjectTools.convertToPoints(hierarchy, pathObjects, preferNucleus, deleteDetections);
}
Also used : PathObjectHierarchy(qupath.lib.objects.hierarchy.PathObjectHierarchy) PathObject(qupath.lib.objects.PathObject)

Example 9 with PathObjectHierarchy

use of qupath.lib.objects.hierarchy.PathObjectHierarchy in project qupath by qupath.

the class QuPathGUI method setViewerPopupMenu.

private void setViewerPopupMenu(final QuPathViewerPlus viewer) {
    final ContextMenu popup = new ContextMenu();
    MenuItem miAddRow = new MenuItem("Add row");
    miAddRow.setOnAction(e -> viewerManager.addRow(viewer));
    MenuItem miAddColumn = new MenuItem("Add column");
    miAddColumn.setOnAction(e -> viewerManager.addColumn(viewer));
    MenuItem miRemoveRow = new MenuItem("Remove row");
    miRemoveRow.setOnAction(e -> viewerManager.removeViewerRow(viewer));
    MenuItem miRemoveColumn = new MenuItem("Remove column");
    miRemoveColumn.setOnAction(e -> viewerManager.removeViewerColumn(viewer));
    MenuItem miCloseViewer = new MenuItem("Close viewer");
    miCloseViewer.setOnAction(e -> {
        viewerManager.closeViewer(viewer);
    // viewerManager.removeViewer(viewer);
    });
    MenuItem miResizeGrid = new MenuItem("Reset grid size");
    miResizeGrid.setOnAction(e -> {
        viewerManager.resetGridSize();
    });
    MenuItem miToggleSync = ActionTools.createCheckMenuItem(defaultActions.TOGGLE_SYNCHRONIZE_VIEWERS, null);
    MenuItem miMatchResolutions = ActionTools.createMenuItem(defaultActions.MATCH_VIEWER_RESOLUTIONS);
    Menu menuMultiview = MenuTools.createMenu("Multi-view", miToggleSync, miMatchResolutions, miCloseViewer, null, miResizeGrid, null, // null,
    miAddRow, miAddColumn, null, miRemoveRow, miRemoveColumn);
    Menu menuView = MenuTools.createMenu("Display", ActionTools.createCheckMenuItem(defaultActions.SHOW_ANALYSIS_PANE, null), defaultActions.BRIGHTNESS_CONTRAST, null, ActionTools.createAction(() -> Commands.setViewerDownsample(viewer, 0.25), "400%"), ActionTools.createAction(() -> Commands.setViewerDownsample(viewer, 1), "100%"), ActionTools.createAction(() -> Commands.setViewerDownsample(viewer, 2), "50%"), ActionTools.createAction(() -> Commands.setViewerDownsample(viewer, 10), "10%"), ActionTools.createAction(() -> Commands.setViewerDownsample(viewer, 100), "1%"));
    ToggleGroup groupTools = new ToggleGroup();
    Menu menuTools = MenuTools.createMenu("Set tool", ActionTools.createCheckMenuItem(defaultActions.MOVE_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.RECTANGLE_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.ELLIPSE_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.LINE_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.POLYGON_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.POLYLINE_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.BRUSH_TOOL, groupTools), ActionTools.createCheckMenuItem(defaultActions.POINTS_TOOL, groupTools), null, ActionTools.createCheckMenuItem(defaultActions.SELECTION_MODE));
    // Handle awkward 'TMA core missing' option
    CheckMenuItem miTMAValid = new CheckMenuItem("Set core valid");
    miTMAValid.setOnAction(e -> setTMACoreMissing(viewer.getHierarchy(), false));
    CheckMenuItem miTMAMissing = new CheckMenuItem("Set core missing");
    miTMAMissing.setOnAction(e -> setTMACoreMissing(viewer.getHierarchy(), true));
    Menu menuTMA = new Menu("TMA");
    MenuTools.addMenuItems(menuTMA, miTMAValid, miTMAMissing, null, defaultActions.TMA_ADD_NOTE, null, MenuTools.createMenu("Add", createImageDataAction(imageData -> TMACommands.promptToAddRowBeforeSelected(imageData), "Add TMA row before"), createImageDataAction(imageData -> TMACommands.promptToAddRowAfterSelected(imageData), "Add TMA row after"), createImageDataAction(imageData -> TMACommands.promptToAddColumnBeforeSelected(imageData), "Add TMA column before"), createImageDataAction(imageData -> TMACommands.promptToAddColumnAfterSelected(imageData), "Add TMA column after")), MenuTools.createMenu("Remove", createImageDataAction(imageData -> TMACommands.promptToDeleteTMAGridRow(imageData), "Remove TMA row"), createImageDataAction(imageData -> TMACommands.promptToDeleteTMAGridColumn(imageData), "column")));
    // Create an empty placeholder menu
    Menu menuSetClass = MenuTools.createMenu("Set class");
    // CheckMenuItem miTMAValid = new CheckMenuItem("Set core valid");
    // miTMAValid.setOnAction(e -> setTMACoreMissing(viewer.getHierarchy(), false));
    // CheckMenuItem miTMAMissing = new CheckMenuItem("Set core missing");
    // miTMAMissing.setOnAction(e -> setTMACoreMissing(viewer.getHierarchy(), true));
    Menu menuCells = MenuTools.createMenu("Cells", ActionTools.createCheckMenuItem(defaultActions.SHOW_CELL_BOUNDARIES_AND_NUCLEI, null), ActionTools.createCheckMenuItem(defaultActions.SHOW_CELL_NUCLEI, null), ActionTools.createCheckMenuItem(defaultActions.SHOW_CELL_BOUNDARIES, null), ActionTools.createCheckMenuItem(defaultActions.SHOW_CELL_CENTROIDS, null));
    MenuItem miClearSelectedObjects = new MenuItem("Delete object");
    miClearSelectedObjects.setOnAction(e -> {
        PathObjectHierarchy hierarchy = viewer.getHierarchy();
        if (hierarchy == null)
            return;
        if (hierarchy.getSelectionModel().singleSelection()) {
            GuiTools.promptToRemoveSelectedObject(hierarchy.getSelectionModel().getSelectedObject(), hierarchy);
        } else {
            GuiTools.promptToClearAllSelectedObjects(viewer.getImageData());
        }
    });
    // Create a standard annotations menu
    Menu menuAnnotations = GuiTools.populateAnnotationsMenu(this, new Menu("Annotations"));
    SeparatorMenuItem topSeparator = new SeparatorMenuItem();
    popup.setOnShowing(e -> {
        // Check if we have any cells
        ImageData<?> imageData = viewer.getImageData();
        if (imageData == null)
            menuCells.setVisible(false);
        else
            menuCells.setVisible(!imageData.getHierarchy().getDetectionObjects().isEmpty());
        // Check what to show for TMA cores or annotations
        Collection<PathObject> selectedObjects = viewer.getAllSelectedObjects();
        PathObject pathObject = viewer.getSelectedObject();
        menuTMA.setVisible(false);
        if (pathObject instanceof TMACoreObject) {
            boolean isMissing = ((TMACoreObject) pathObject).isMissing();
            miTMAValid.setSelected(!isMissing);
            miTMAMissing.setSelected(isMissing);
            menuTMA.setVisible(true);
        }
        // Add clear objects option if we have more than one non-TMA object
        if (imageData == null || imageData.getHierarchy().getSelectionModel().noSelection() || imageData.getHierarchy().getSelectionModel().getSelectedObject() instanceof TMACoreObject)
            miClearSelectedObjects.setVisible(false);
        else {
            if (imageData.getHierarchy().getSelectionModel().singleSelection()) {
                miClearSelectedObjects.setText("Delete object");
                miClearSelectedObjects.setVisible(true);
            } else {
                miClearSelectedObjects.setText("Delete objects");
                miClearSelectedObjects.setVisible(true);
            }
        }
        boolean hasAnnotations = pathObject instanceof PathAnnotationObject || (!selectedObjects.isEmpty() && selectedObjects.stream().allMatch(p -> p.isAnnotation()));
        updateSetAnnotationPathClassMenu(menuSetClass, viewer);
        menuAnnotations.setVisible(hasAnnotations);
        topSeparator.setVisible(hasAnnotations || pathObject instanceof TMACoreObject);
        // Occasionally, the newly-visible top part of a popup menu can have the wrong size?
        popup.setWidth(popup.getPrefWidth());
    });
    // popup.add(menuClassify);
    popup.getItems().addAll(miClearSelectedObjects, menuTMA, menuSetClass, menuAnnotations, topSeparator, menuMultiview, menuCells, menuView, menuTools);
    popup.setAutoHide(true);
    // Enable circle pop-up for quick classification on right-click
    CirclePopupMenu circlePopup = new CirclePopupMenu(viewer.getView(), null);
    viewer.getView().addEventHandler(MouseEvent.MOUSE_PRESSED, e -> {
        if ((e.isPopupTrigger() || e.isSecondaryButtonDown()) && e.isShiftDown() && !getAvailablePathClasses().isEmpty()) {
            circlePopup.setAnimationDuration(Duration.millis(200));
            updateSetAnnotationPathClassMenu(circlePopup, viewer);
            circlePopup.show(e.getScreenX(), e.getScreenY());
            e.consume();
            return;
        } else if (circlePopup.isShown())
            circlePopup.hide();
        if (e.isPopupTrigger() || e.isSecondaryButtonDown()) {
            popup.show(viewer.getView().getScene().getWindow(), e.getScreenX(), e.getScreenY());
            e.consume();
        }
    });
// // It's necessary to make the Window the owner, since otherwise the context menu does not disappear when clicking elsewhere on the viewer
// viewer.getView().setOnContextMenuRequested(e -> {
// popup.show(viewer.getView().getScene().getWindow(), e.getScreenX(), e.getScreenY());
// //			popup.show(viewer.getView(), e.getScreenX(), e.getScreenY());
// });
}
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BrightnessContrastCommand(qupath.lib.gui.commands.BrightnessContrastCommand) UriImageSupport(qupath.lib.images.servers.ImageServerBuilder.UriImageSupport) Dialogs(qupath.lib.gui.dialogs.Dialogs) SwingUtilities(javax.swing.SwingUtilities) HostServices(javafx.application.HostServices) ZoomEvent(javafx.scene.input.ZoomEvent) TMACommands(qupath.lib.gui.commands.TMACommands) Tooltip(javafx.scene.control.Tooltip) ImageDetailsPane(qupath.lib.gui.panes.ImageDetailsPane) ImageData(qupath.lib.images.ImageData) Desktop(java.awt.Desktop) RoiTools(qupath.lib.roi.RoiTools) ObjectProperty(javafx.beans.property.ObjectProperty) Iterator(java.util.Iterator) ProjectImageEntry(qupath.lib.projects.ProjectImageEntry) TableRow(javafx.scene.control.TableRow) PathClass(qupath.lib.objects.classes.PathClass) TMACoreObject(qupath.lib.objects.TMACoreObject) DropShadow(javafx.scene.effect.DropShadow) MenuTools(qupath.lib.gui.tools.MenuTools) BorderStrokeStyle(javafx.scene.layout.BorderStrokeStyle) ActionEvent(javafx.event.ActionEvent) ToggleGroup(javafx.scene.control.ToggleGroup) LogViewerCommand(qupath.lib.gui.commands.LogViewerCommand) SwingFXUtils(javafx.embed.swing.SwingFXUtils) Collections(java.util.Collections) InputStream(java.io.InputStream) DialogButton(qupath.lib.gui.dialogs.Dialogs.DialogButton) PathObjectHierarchy(qupath.lib.objects.hierarchy.PathObjectHierarchy) CirclePopupMenu(jfxtras.scene.menu.CirclePopupMenu) TMACoreObject(qupath.lib.objects.TMACoreObject) ContextMenu(javafx.scene.control.ContextMenu) MenuItem(javafx.scene.control.MenuItem) CheckMenuItem(javafx.scene.control.CheckMenuItem) SeparatorMenuItem(javafx.scene.control.SeparatorMenuItem) RadioMenuItem(javafx.scene.control.RadioMenuItem) SeparatorMenuItem(javafx.scene.control.SeparatorMenuItem) CheckMenuItem(javafx.scene.control.CheckMenuItem) PathAnnotationObject(qupath.lib.objects.PathAnnotationObject) PathObject(qupath.lib.objects.PathObject) ToggleGroup(javafx.scene.control.ToggleGroup) CirclePopupMenu(jfxtras.scene.menu.CirclePopupMenu) Menu(javafx.scene.control.Menu) ContextMenu(javafx.scene.control.ContextMenu)

Example 10 with PathObjectHierarchy

use of qupath.lib.objects.hierarchy.PathObjectHierarchy in project qupath by qupath.

the class PathObjectTools method mergePointsForAllClasses.

/**
 * Merge point annotations sharing the same {@link PathClass} and {@link ImagePlane},
 * creating multi-point annotations for all matching points and removing the (previously-separated) annotations.
 *
 * @param hierarchy object hierarchy to modify
 * @return true if changes are made to the hierarchy, false otherwise
 */
public static boolean mergePointsForAllClasses(PathObjectHierarchy hierarchy) {
    if (hierarchy == null)
        return false;
    var pathClasses = hierarchy.getAnnotationObjects().stream().filter(p -> p.getROI().isPoint()).map(p -> p.getPathClass()).collect(Collectors.toSet());
    boolean changes = false;
    for (PathClass pathClass : pathClasses) changes = changes || mergePointsForClass(hierarchy, pathClass);
    return changes;
}
Also used : PathClassTools(qupath.lib.objects.classes.PathClassTools) LoggerFactory(org.slf4j.LoggerFactory) HashMap(java.util.HashMap) PathClassFactory(qupath.lib.objects.classes.PathClassFactory) PathObjectHierarchy(qupath.lib.objects.hierarchy.PathObjectHierarchy) Function(java.util.function.Function) ArrayList(java.util.ArrayList) MeasurementList(qupath.lib.measurements.MeasurementList) EllipseROI(qupath.lib.roi.EllipseROI) HashSet(java.util.HashSet) ROIs(qupath.lib.roi.ROIs) PointsROI(qupath.lib.roi.PointsROI) Point2(qupath.lib.geom.Point2) ImageRegion(qupath.lib.regions.ImageRegion) Map(java.util.Map) PreparedGeometry(org.locationtech.jts.geom.prep.PreparedGeometry) LinkedHashSet(java.util.LinkedHashSet) LineROI(qupath.lib.roi.LineROI) Line2D(java.awt.geom.Line2D) RoiTools(qupath.lib.roi.RoiTools) Logger(org.slf4j.Logger) Iterator(java.util.Iterator) Predicate(java.util.function.Predicate) Collection(java.util.Collection) PathClass(qupath.lib.objects.classes.PathClass) Set(java.util.Set) AffineTransform(java.awt.geom.AffineTransform) Collectors(java.util.stream.Collectors) Objects(java.util.Objects) ROI(qupath.lib.roi.interfaces.ROI) List(java.util.List) Entry(java.util.Map.Entry) ImagePlane(qupath.lib.regions.ImagePlane) Geometry(org.locationtech.jts.geom.Geometry) Comparator(java.util.Comparator) TMAGrid(qupath.lib.objects.hierarchy.TMAGrid) Collections(java.util.Collections) PreparedGeometryFactory(org.locationtech.jts.geom.prep.PreparedGeometryFactory) STRtree(org.locationtech.jts.index.strtree.STRtree) PathClass(qupath.lib.objects.classes.PathClass)

Aggregations

PathObjectHierarchy (qupath.lib.objects.hierarchy.PathObjectHierarchy)85 PathObject (qupath.lib.objects.PathObject)57 ArrayList (java.util.ArrayList)38 ROI (qupath.lib.roi.interfaces.ROI)31 List (java.util.List)24 Collectors (java.util.stream.Collectors)24 TMACoreObject (qupath.lib.objects.TMACoreObject)23 BufferedImage (java.awt.image.BufferedImage)22 IOException (java.io.IOException)22 Logger (org.slf4j.Logger)22 LoggerFactory (org.slf4j.LoggerFactory)22 ImageData (qupath.lib.images.ImageData)20 PathAnnotationObject (qupath.lib.objects.PathAnnotationObject)20 Collection (java.util.Collection)19 Collections (java.util.Collections)19 Map (java.util.Map)19 File (java.io.File)17 Arrays (java.util.Arrays)16 PathObjectTools (qupath.lib.objects.PathObjectTools)16 GeneralTools (qupath.lib.common.GeneralTools)15