C++ / VTK / 图像处理 · 2024年4月29日 0

VTK实现解析dcm实现同窗口四视图和三维重建

VTK(Visualization Toolkit)是一个用于 3D 计算机图形学和图像处理的开源软件系统。它提供了广泛的功能,包括数据可视化、图像处理、体绘制、表面重建、体绘制、体数据的交互式切片和体积渲染等。VTK 通常用于医学图像处理、科学可视化、工程和地球科学等领域。

实现解析 DICOM(Digital Imaging and Communications in Medicine)并在同一个窗口中显示四个视图(冠状面、矢状面、横断面和三维重建)的基本原理如下:

  1. DICOM 数据读取: 首先,需要使用 VTK 的 DICOMImageReader 类或其他类似的工具读取 DICOM 数据集。DICOM 是医学图像的标准格式,其中包含了来自医学影像设备(如 CT、MRI、X射线等)的图像数据以及相关的元数据信息。
  2. 平面部件设置: 接下来,需要创建四个平面部件,分别用于显示冠状面、矢状面和横断面的图像。每个平面部件都与相应的 DICOM 切片方向对齐,并将其关联到渲染器中。这样,就可以在同一个窗口中显示四个视图。
  3. 交互式操作: 设置交互式操作,使用户能够在视图中进行平移、缩放和旋转等操作。这通常通过设置 vtkRenderWindowInteractor 和相应的事件监听器来实现。用户可以使用鼠标或键盘与图像交互,以便查看感兴趣的区域。
  4. 三维重建: 使用体绘制或表面重建等技术创建三维模型。在这种情况下,可以使用 vtkMarchingCubes 或其他类似的算法从体数据中提取等值面。然后,将三维模型添加到另一个渲染器中,以便在同一个窗口中显示三维重建的结果。
  5. 设置视口和渲染器: 最后,将四个渲染器放置在同一个 vtkRenderWindow 中,并设置它们的视口,以便它们在窗口中正确排列。可以设置渲染器的背景颜色和相机参数,以获得更好的视觉效果。

通过这些步骤,就可以实现在同一个窗口中显示四个视图(冠状面、矢状面、横断面和三维重建)的功能。用户可以通过交互式操作浏览图像,并且在同一个窗口中同时查看不同方向的切片和三维重建结果。

#include "vtkSmartPointer.h"
#include "vtkActor.h"
#include "vtkCamera.h"
#include "vtkCellPicker.h"
#include "vtkCommand.h"
#include "vtkImageActor.h"
#include "vtkImageReslice.h"
#include "vtkInteractorStyleImage.h"
#include "vtkImageMapToColors.h"
#include "vtkImagePlaneWidget.h"
#include "vtkImageReader.h"
#include "vtkInteractorEventRecorder.h"
#include "vtkLookupTable.h"
#include "vtkOutlineFilter.h"
#include "vtkDICOMImageReader.h"
#include "vtkPolyDataMapper.h"
#include "vtkProperty.h"
#include "vtkRenderWindow.h"
#include "vtkRenderWindowInteractor.h"
#include "vtkRenderer.h"
#include "vtkImageData.h"
#include "vtkPointData.h"
#include "vtkPlaneSource.h"
#include "vtkPlane.h"
#include "vtkResliceCursorActor.h"
#include "vtkResliceCursorPolyDataAlgorithm.h"
#include "vtkResliceCursor.h"
#include "vtkResliceCursorWidget.h"
#include "vtkResliceCursorLineRepresentation.h"
#include "vtkBiDimensionalWidget.h"
#include"vtkAutoInit.h"
#include"vtkAxesActor.h"
#include"vtkTransform.h"
#include"vtkTextActor.h"
#include"vtkProperty2D.h"

VTK_MODULE_INIT(vtkRenderingOpenGL2);
VTK_MODULE_INIT(vtkInteractionStyle);
VTK_MODULE_INIT(vtkRenderingFreeType);
VTK_MODULE_INIT(vtkRenderingVolumeOpenGL2);

#include "vtkSmartPointer.h"
#include "vtkDICOMImageReader.h"
#include "vtkMarchingCubes.h"
#include "vtkPolyDataMapper.h"
#include "vtkActor.h"
#include "vtkRenderer.h"
#include "vtkRenderWindow.h"
#include "vtkRenderWindowInteractor.h"
#include <vtkOrientationMarkerWidget.h>
#include "Reconstruct3D.cpp"

class vtkResliceCursorCallback : public vtkCommand
{
public:
    static vtkResliceCursorCallback* New()
    {
        return new vtkResliceCursorCallback;
    }
    void Execute(vtkObject* caller, unsigned long, void* callData) override
    {
        vtkImagePlaneWidget* ipw = dynamic_cast<vtkImagePlaneWidget*>(caller);
        if (ipw)
        {
            double* wl = static_cast<double*>(callData);

            if (ipw == this->IPW[0])
            {
                this->IPW[1]->SetWindowLevel(wl[0], wl[1], 1);
                this->IPW[2]->SetWindowLevel(wl[0], wl[1], 1);
            }
            else if (ipw == this->IPW[1])
            {
                this->IPW[0]->SetWindowLevel(wl[0], wl[1], 1);
                this->IPW[2]->SetWindowLevel(wl[0], wl[1], 1);
            }
            else if (ipw == this->IPW[2])
            {
                this->IPW[0]->SetWindowLevel(wl[0], wl[1], 1);
                this->IPW[1]->SetWindowLevel(wl[0], wl[1], 1);
            }
        }
        vtkResliceCursorWidget* rcw = dynamic_cast<vtkResliceCursorWidget*>(caller);
        if (rcw)
        {
            vtkResliceCursorLineRepresentation* rep = dynamic_cast<vtkResliceCursorLineRepresentation*>(rcw->GetRepresentation());
            vtkResliceCursor* rc = rep->GetResliceCursorActor()->GetCursorAlgorithm()->GetResliceCursor();
            for (int i = 0; i < 3; i++)
            {
                vtkPlaneSource* ps = static_cast<vtkPlaneSource*>(this->IPW[i]->GetPolyDataAlgorithm());
                ps->SetNormal(rc->GetPlane(i)->GetNormal());
                ps->SetCenter(rc->GetPlane(i)->GetOrigin());
                this->IPW[i]->UpdatePlacement();
            }
        }
        this->RCW[0]->Render();
    }
    vtkResliceCursorCallback() {}
    vtkImagePlaneWidget* IPW[3];
    vtkResliceCursorWidget* RCW[3];
};

int FourViews()
{
    vtkSmartPointer<vtkDICOMImageReader> reader = vtkSmartPointer<vtkDICOMImageReader>::New();
    reader->SetDirectoryName("C:/Users/DeepA/Desktop/CTA_Cardio");
    //reader->SetDirectoryName("C:/Users/DeepA/Desktop/RadioPic/DICOM/Heart");

    reader->Update();
   
    vtkSmartPointer<vtkPolyDataMapper> outlineMapper = vtkSmartPointer<vtkPolyDataMapper>::New();
    outlineMapper->SetInputConnection(reader->GetOutputPort());

    vtkSmartPointer<vtkActor> outlineActor = vtkSmartPointer<vtkActor>::New();
    outlineActor->SetMapper(outlineMapper);

    vtkSmartPointer<vtkRenderer> ren[4];
    vtkSmartPointer<vtkRenderWindow> renWin = vtkSmartPointer<vtkRenderWindow>::New();
    renWin->SetMultiSamples(0);

    for (int i = 0; i < 4; i++)
    {
        ren[i] = vtkSmartPointer<vtkRenderer>::New();
        renWin->AddRenderer(ren[i]);
    }

    vtkSmartPointer<vtkRenderWindowInteractor> iren = vtkSmartPointer<vtkRenderWindowInteractor>::New();
    iren->SetRenderWindow(renWin);

    vtkSmartPointer<vtkCellPicker> picker = vtkSmartPointer<vtkCellPicker>::New();
    picker->SetTolerance(0.005);

    vtkSmartPointer<vtkProperty> ipwProp = vtkSmartPointer<vtkProperty>::New();

    vtkSmartPointer<vtkImagePlaneWidget> planeWidget[3];
    int imageDims[3];
    reader->GetOutput()->GetDimensions(imageDims);

    for (int i = 0; i < 3; i++)
    {
        planeWidget[i] = vtkSmartPointer<vtkImagePlaneWidget>::New();
        planeWidget[i]->SetInteractor(iren);
        planeWidget[i]->SetPicker(picker);
        planeWidget[i]->RestrictPlaneToVolumeOn();
        double color[3] = { 0, 0, 0 };
        color[i] = 1;
        planeWidget[i]->GetPlaneProperty()->SetColor(color);
        planeWidget[i]->SetTexturePlaneProperty(ipwProp);
        planeWidget[i]->TextureInterpolateOff();
        planeWidget[i]->SetResliceInterpolateToLinear();
        planeWidget[i]->SetInputConnection(reader->GetOutputPort());
        planeWidget[i]->SetPlaneOrientation(i);
        planeWidget[i]->SetSliceIndex(imageDims[i] / 2);
        planeWidget[i]->DisplayTextOn();
        planeWidget[i]->SetDefaultRenderer(ren[3]);
        planeWidget[i]->SetWindowLevel(1358, -27);
        planeWidget[i]->On();
        planeWidget[i]->InteractionOn();
    }

    planeWidget[1]->SetLookupTable(planeWidget[0]->GetLookupTable());
    planeWidget[2]->SetLookupTable(planeWidget[0]->GetLookupTable());

    vtkSmartPointer<vtkResliceCursorCallback> cbk = vtkSmartPointer<vtkResliceCursorCallback>::New();
    vtkSmartPointer< vtkResliceCursor > resliceCursor = vtkSmartPointer< vtkResliceCursor >::New();
    resliceCursor->SetCenter(reader->GetOutput()->GetCenter());
    resliceCursor->SetThickMode(0);
    resliceCursor->SetThickness(10, 10, 10);
    resliceCursor->SetImage(reader->GetOutput());

    vtkSmartPointer< vtkResliceCursorWidget > resliceCursorWidget[3];
    vtkSmartPointer< vtkResliceCursorLineRepresentation > resliceCursorRep[3];

    double viewUp[3][3] = { { 0, 0, -1 }, { 0, 0, 1 }, { 0, 1, 0 } };
    for (int i = 0; i < 3; i++)
    {
        resliceCursorWidget[i] = vtkSmartPointer< vtkResliceCursorWidget >::New();
        resliceCursorWidget[i]->SetInteractor(iren);

        resliceCursorRep[i] = vtkSmartPointer< vtkResliceCursorLineRepresentation >::New();
        resliceCursorWidget[i]->SetRepresentation(resliceCursorRep[i]);
        resliceCursorRep[i]->GetResliceCursorActor()->GetCursorAlgorithm()->SetResliceCursor(resliceCursor);
        resliceCursorRep[i]->GetResliceCursorActor()->GetCursorAlgorithm()->SetReslicePlaneNormal(i);

        const double minVal = reader->GetOutput()->GetScalarRange()[0];
        if (vtkImageReslice* reslice = vtkImageReslice::SafeDownCast(resliceCursorRep[i]->GetReslice()))
        {
            reslice->SetBackgroundColor(minVal, minVal, minVal, minVal);
        }

        resliceCursorWidget[i]->SetDefaultRenderer(ren[i]);
        resliceCursorWidget[i]->SetEnabled(1);

        ren[i]->GetActiveCamera()->SetFocalPoint(0, 0, 0);
        double camPos[3] = { 0, 0, 0 };
        camPos[i] = 1;
        ren[i]->GetActiveCamera()->SetPosition(camPos);
        ren[i]->GetActiveCamera()->ParallelProjectionOn();
        ren[i]->GetActiveCamera()->SetViewUp(viewUp[i][0], viewUp[i][1], viewUp[i][2]);
        ren[i]->ResetCamera();
        cbk->IPW[i] = planeWidget[i];
        cbk->RCW[i] = resliceCursorWidget[i];
        resliceCursorWidget[i]->AddObserver(vtkResliceCursorWidget::ResliceAxesChangedEvent, cbk);
        double range[2];
        reader->GetOutput()->GetScalarRange(range);
        resliceCursorRep[i]->SetWindowLevel(range[1] - range[0], (range[0] + range[1]) / 2.0);
        planeWidget[i]->SetWindowLevel(range[1] - range[0], (range[0] + range[1]) / 2.0);
        resliceCursorRep[i]->SetLookupTable(resliceCursorRep[0]->GetLookupTable());
        planeWidget[i]->GetColorMap()->SetLookupTable(resliceCursorRep[0]->GetLookupTable());
    }
  
    ren[0]->SetBackground(0, 0, 0);
    ren[1]->SetBackground(0, 0, 0);
    ren[2]->SetBackground(0, 0, 0);
    ren[3]->AddActor(outlineActor);
    ren[3]->SetBackground(0, 0, 0);
    renWin->SetSize(900, 900);

    ren[0]->SetViewport(0, 0, 0.5, 0.5);
    ren[1]->SetViewport(0.5, 0, 1, 0.5);
    ren[2]->SetViewport(0, 0.5, 0.5, 1);
    ren[3]->SetViewport(0.5, 0.5, 1, 1);
    renWin->Render();
      
    ren[3]->GetActiveCamera()->Elevation(110);
    ren[3]->GetActiveCamera()->SetViewUp(0, 0, -1);
    ren[3]->GetActiveCamera()->Azimuth(45);
    ren[3]->GetActiveCamera()->Dolly(1.15);
    ren[3]->ResetCameraClippingRange();

    vtkSmartPointer< vtkInteractorStyleImage > style = vtkSmartPointer< vtkInteractorStyleImage >::New();

    iren->SetInteractorStyle(style);
    iren->Initialize();
    iren->Start();
    return EXIT_SUCCESS;
}


int FourViewsAnd3D()
{
    vtkSmartPointer<vtkDICOMImageReader> reader = vtkSmartPointer<vtkDICOMImageReader>::New();
    reader->SetDirectoryName("C:/Users/DeepA/Desktop/CTA_Cardio");
    reader->Update();

    vtkSmartPointer<vtkRenderer> ren[5];
    vtkSmartPointer<vtkRenderWindow> renWin = vtkSmartPointer<vtkRenderWindow>::New();
    renWin->SetMultiSamples(0);

    for (int i = 0; i < 5; i++)
    {
        ren[i] = vtkSmartPointer<vtkRenderer>::New();
        renWin->AddRenderer(ren[i]);
    }

    vtkSmartPointer<vtkRenderWindowInteractor> iren = vtkSmartPointer<vtkRenderWindowInteractor>::New();
    iren->SetRenderWindow(renWin);

    vtkSmartPointer<vtkCellPicker> picker = vtkSmartPointer<vtkCellPicker>::New();
    picker->SetTolerance(0.005);

    vtkSmartPointer<vtkProperty> ipwProp = vtkSmartPointer<vtkProperty>::New();

    vtkSmartPointer<vtkImagePlaneWidget> planeWidget[3];
    int imageDims[3];
    reader->GetOutput()->GetDimensions(imageDims);

    vtkSmartPointer<vtkResliceCursorCallback> cbk = vtkSmartPointer<vtkResliceCursorCallback>::New();
    vtkSmartPointer< vtkResliceCursor > resliceCursor = vtkSmartPointer< vtkResliceCursor >::New();
    resliceCursor->SetCenter(reader->GetOutput()->GetCenter());
    resliceCursor->SetThickMode(0);
    resliceCursor->SetThickness(10, 10, 10);
    resliceCursor->SetImage(reader->GetOutput());

    vtkSmartPointer< vtkResliceCursorWidget > resliceCursorWidget[3];
    vtkSmartPointer< vtkResliceCursorLineRepresentation > resliceCursorRep[3];

    double viewUp[3][3] = { { 0, 0, -1 }, { 0, 0, 1 }, { 0, 1, 0 } };
    for (int i = 0; i < 3; i++)
    {
        planeWidget[i] = vtkSmartPointer<vtkImagePlaneWidget>::New();
        planeWidget[i]->SetInteractor(iren);
        planeWidget[i]->SetPicker(picker);
        planeWidget[i]->RestrictPlaneToVolumeOn();
        double color[3] = { 0, 0, 0 };
        color[i] = 1;
        planeWidget[i]->GetPlaneProperty()->SetColor(color);
        planeWidget[i]->SetTexturePlaneProperty(ipwProp);
        planeWidget[i]->TextureInterpolateOff();
        planeWidget[i]->SetResliceInterpolateToLinear();
        planeWidget[i]->SetInputConnection(reader->GetOutputPort());
        planeWidget[i]->SetPlaneOrientation(i);
        planeWidget[i]->SetSliceIndex(imageDims[i] / 2);
        planeWidget[i]->DisplayTextOn();
        planeWidget[i]->SetDefaultRenderer(ren[3]);
        planeWidget[i]->SetWindowLevel(1358, -27);
        planeWidget[i]->On();
        planeWidget[i]->InteractionOn();

        resliceCursorWidget[i] = vtkSmartPointer<vtkResliceCursorWidget>::New();
        resliceCursorWidget[i]->SetInteractor(iren);

        resliceCursorRep[i] = vtkSmartPointer<vtkResliceCursorLineRepresentation>::New();
        resliceCursorWidget[i]->SetRepresentation(resliceCursorRep[i]);
        resliceCursorRep[i]->GetResliceCursorActor()->GetCursorAlgorithm()->SetResliceCursor(resliceCursor);
        resliceCursorRep[i]->GetResliceCursorActor()->GetCursorAlgorithm()->SetReslicePlaneNormal(i);

        const double minVal = reader->GetOutput()->GetScalarRange()[0];
        if (vtkImageReslice* reslice = vtkImageReslice::SafeDownCast(resliceCursorRep[i]->GetReslice()))
        {
            reslice->SetBackgroundColor(minVal, minVal, minVal, minVal);
        }

        resliceCursorWidget[i]->SetDefaultRenderer(ren[i]);
        resliceCursorWidget[i]->SetEnabled(1);

        ren[i]->GetActiveCamera()->SetFocalPoint(0, 0, 0);
        double camPos[3] = { 0, 0, 0 };
        camPos[i] = 1;
        ren[i]->GetActiveCamera()->SetPosition(camPos);
        ren[i]->GetActiveCamera()->ParallelProjectionOn();
        ren[i]->GetActiveCamera()->SetViewUp(viewUp[i][0], viewUp[i][1], viewUp[i][2]);
        ren[i]->ResetCamera();
        cbk->IPW[i] = planeWidget[i];
        cbk->RCW[i] = resliceCursorWidget[i];
        resliceCursorWidget[i]->AddObserver(vtkResliceCursorWidget::ResliceAxesChangedEvent, cbk);
        double range[2];
        reader->GetOutput()->GetScalarRange(range);
        resliceCursorRep[i]->SetWindowLevel(range[1] - range[0], (range[0] + range[1]) / 2.0);
        planeWidget[i]->SetWindowLevel(range[1] - range[0], (range[0] + range[1]) / 2.0);
        resliceCursorRep[i]->SetLookupTable(resliceCursorRep[0]->GetLookupTable());
        planeWidget[i]->GetColorMap()->SetLookupTable(resliceCursorRep[0]->GetLookupTable());
    }

    // Setup 3D reconstruction
    vtkSmartPointer<vtkMarchingCubes> marchingCubes = vtkSmartPointer<vtkMarchingCubes>::New();
    marchingCubes->SetInputConnection(reader->GetOutputPort());
    marchingCubes->SetValue(0, 450); // Set iso-surface threshold

    vtkSmartPointer<vtkPolyDataMapper> mapper3D = vtkSmartPointer<vtkPolyDataMapper>::New();
    mapper3D->SetInputConnection(marchingCubes->GetOutputPort());

    vtkSmartPointer<vtkActor> actor3D = vtkSmartPointer<vtkActor>::New();
    actor3D->SetMapper(mapper3D);
    ren[4]->AddActor(actor3D);

    // Set up viewport for the four DICOM slice views and the 3D reconstruction view
    ren[0]->SetViewport(0.0, 0.5, 0.25, 1.0); // 左上
    ren[1]->SetViewport(0.25, 0.5, 0.5, 1.0); // 右上
    ren[2]->SetViewport(0.0, 0.0, 0.25, 0.5); // 左下1
    ren[3]->SetViewport(0.25, 0.0, 0.5, 0.5); // 左下2
    ren[4]->SetViewport(0.5, 0.0, 1.0, 1.0); // 右下

    // 设置背景颜色
    ren[0]->SetBackground(0.3, 0.0, 0.0); // 红色
    ren[1]->SetBackground(0.0, 0.8, 0.0); // 绿色
    ren[2]->SetBackground(0.0, 0.0, 0.3); // 蓝色
    ren[3]->SetBackground(0.3, 0.3, 0.0); // 黄色
    ren[4]->SetBackground(0, 0, 0); // 黑色

    renWin->SetSize(1300, 700);
    renWin->Render();

    // Start interaction
    iren->Start();

    return EXIT_SUCCESS;
}

void Reconstruct3D()
{
    vtkSmartPointer<vtkDICOMImageReader> reader = vtkSmartPointer<vtkDICOMImageReader>::New();
    reader->SetDirectoryName("C:/Users/DeepA/Desktop/CTA_Cardio");
    reader->Update();

    vtkSmartPointer<vtkMarchingCubes> marchingCubes = vtkSmartPointer<vtkMarchingCubes>::New();
    marchingCubes->SetInputConnection(reader->GetOutputPort());
    marchingCubes->SetValue(0, 450); // 设置 iso-surface 的阈值

    vtkSmartPointer<vtkPolyDataMapper> mapper = vtkSmartPointer<vtkPolyDataMapper>::New();
    mapper->SetInputConnection(marchingCubes->GetOutputPort());

    vtkSmartPointer<vtkActor> actor = vtkSmartPointer<vtkActor>::New();
    actor->SetMapper(mapper);

    vtkSmartPointer<vtkRenderer> renderer = vtkSmartPointer<vtkRenderer>::New();
    renderer->AddActor(actor);

    renderer->SetBackground(0.2, 0.2, 0.2); // 黑灰色背景

    // 计算模型中心位置
    double center[3];
    actor->GetCenter();

    // 创建一个坐标轴,将其放置在模型中心
    vtkSmartPointer<vtkAxesActor> axes = vtkSmartPointer<vtkAxesActor>::New();
    axes->SetTotalLength(100, 100, 100);
    axes->SetPosition(center);

    renderer->AddActor(axes);

    vtkSmartPointer<vtkRenderWindow> renderWindow = vtkSmartPointer<vtkRenderWindow>::New();
    renderWindow->AddRenderer(renderer);
    renderWindow->SetSize(800,480);
    renderWindow->SetWindowName("VTK Window");

    vtkSmartPointer<vtkRenderWindowInteractor> renderWindowInteractor = vtkSmartPointer<vtkRenderWindowInteractor>::New();
    renderWindowInteractor->SetRenderWindow(renderWindow);

    // 设置渲染窗口边框属性
    vtkSmartPointer<vtkProperty> borderProp = vtkSmartPointer<vtkProperty>::New();
    borderProp->SetColor(1, 1, 1); // 设置边框颜色为红色
    borderProp->SetLineWidth(10);   // 设置边框线条粗细为2

    // 渲染并显示窗口
    renderWindow->Render();
    renderWindowInteractor->Start();
}

int main() {
    //FourViews();
    FourViewsAnd3D();
    //Reconstruct3D();
    //InitializeReconstruct3D();
    return EXIT_SUCCESS;
}