首页 > 技术文章 > VTK 图形基本操作进阶_多分辨率策略(模型细化的三种方法)

ybqjymy 2021-01-06 16:30 原文

1.模型细化

vtk中实现网格细化的累有vtkLinearSubdivisionFilter、vtkLoopsubdivisionFilter、vtkButterflySubdivisionFilter。这三个类都继承自vtkInterpolatingSubdivisionFilter。具体的类的继承关系图如下图所示:
vtkInterpolatingSunvisionFilter内部提供了SetNumberOfSubvisions()函数来设置细化的次数,其中每次细化后模型的三角面片的个数将是细化前的四倍。因此,在对网格模型进行n次细化后,该模型的面片个数将是原始模型面片数目的4*n倍。

1.1 vtkLinearSubdivisionFilter

该类实现了一种线性细分算法,每次细分将每个三角形面片生成四个新的面片,该算法比较简单,速度快,但是细分后不能产生光滑的模型。

1.2 vtkLoopSubdivisionFilter

该类实现的是Loop细分算法,每次细分会将一个三角面片生成4个三角面片,具体算法思想可以参考文献[1];该方法可以生成光滑的连续曲面,应用比较广泛。

1.3 vtkButterflySubdivisionFilter

该类实现了蝶形细分算法,具体的算法思想可以参考文献[2].

2.网格模型细化实验

  1 #include <vtkAutoInit.h>
  2 VTK_MODULE_INIT(vtkRenderingOpenGL);
  3 VTK_MODULE_INIT(vtkRenderingFreeType);
  4 VTK_MODULE_INIT(vtkInteractionStyle);
  5  
  6 #include <vtkSmartPointer.h>
  7 #include <vtkPolyDataReader.h>
  8 #include <vtkPolyData.h>
  9 #include <vtkLinearSubdivisionFilter.h>
 10 #include <vtkLoopSubdivisionFilter.h>
 11 #include <vtkButterflySubdivisionFilter.h>
 12 #include <vtkPolyDataMapper.h>
 13 #include <vtkActor.h>
 14 #include <vtkRenderer.h>
 15 #include <vtkRenderWindow.h>
 16 #include <vtkCamera.h>
 17 #include <vtkRenderWindowInteractor.h>
 18  
 19 int main()
 20 {
 21     //读数据
 22     vtkSmartPointer<vtkPolyDataReader> reader =
 23         vtkSmartPointer<vtkPolyDataReader>::New();
 24     reader->SetFileName("fran_cut.vtk");
 25     reader->Update();
 26  
 27     vtkSmartPointer<vtkPolyData> orig = reader->GetOutput();
 28     std::cout << "original" << "-----------------------" << std::endl;
 29     std::cout << "模型点数为: " << orig->GetNumberOfPoints() << std::endl;
 30     std::cout << "模型面数为: " << orig->GetNumberOfPolys() << std::endl;
 31     //线性网格细分滤波器
 32     vtkSmartPointer<vtkLinearSubdivisionFilter> linear =
 33         vtkSmartPointer<vtkLinearSubdivisionFilter>::New();
 34     linear->SetInputData(orig);
 35     linear->SetNumberOfSubdivisions(4);
 36     linear->Update();
 37  
 38     vtkSmartPointer<vtkPolyData> linearInfo = linear->GetOutput();
 39     std::cout << "linear" << "-----------------------" << std::endl;
 40     std::cout << "模型点数为: " << linearInfo->GetNumberOfPoints() << std::endl;
 41     std::cout << "模型面数为: " << linearInfo->GetNumberOfPolys() << std::endl;
 42  
 43     //Loop网格细分滤波器
 44     vtkSmartPointer<vtkLoopSubdivisionFilter> loop =
 45         vtkSmartPointer<vtkLoopSubdivisionFilter>::New();
 46     loop->SetInputData(orig);
 47     loop->SetNumberOfSubdivisions(4);
 48     loop->Update();
 49  
 50     vtkSmartPointer<vtkPolyData> loopInfo = loop->GetOutput();
 51     std::cout << "loop" << "-----------------------" << std::endl;
 52     std::cout << "模型点数为: " << loopInfo->GetNumberOfPoints() << std::endl;
 53     std::cout << "模型面数为: " << loopInfo->GetNumberOfPolys() << std::endl;
 54  
 55     //butterfly网格细分滤波器
 56     vtkSmartPointer<vtkButterflySubdivisionFilter> butterfly =
 57         vtkSmartPointer<vtkButterflySubdivisionFilter>::New();
 58     butterfly->SetInputData(orig);
 59     butterfly->SetNumberOfSubdivisions(4);
 60     butterfly->Update();
 61  
 62     vtkSmartPointer<vtkPolyData> butterflyInfo = butterfly->GetOutput();
 63     std::cout << "butterfly" << "-----------------------" << std::endl;
 64     std::cout << "模型点数为: " << butterflyInfo->GetNumberOfPoints() << std::endl;
 65     std::cout << "模型面数为: " << butterflyInfo->GetNumberOfPolys() << std::endl;
 66     
 67     vtkSmartPointer<vtkPolyDataMapper> origMapper =
 68         vtkSmartPointer<vtkPolyDataMapper>::New();
 69     origMapper->SetInputData(orig);
 70     vtkSmartPointer<vtkActor> origActor =
 71         vtkSmartPointer<vtkActor>::New();
 72     origActor->SetMapper(origMapper);
 73  
 74     vtkSmartPointer<vtkPolyDataMapper> linearMapper =
 75         vtkSmartPointer<vtkPolyDataMapper>::New();
 76     linearMapper->SetInputData(linear->GetOutput());
 77     vtkSmartPointer<vtkActor> linearActor =
 78         vtkSmartPointer<vtkActor>::New();
 79     linearActor->SetMapper(linearMapper);
 80  
 81     vtkSmartPointer<vtkPolyDataMapper> loopMapper =
 82         vtkSmartPointer<vtkPolyDataMapper>::New();
 83     loopMapper->SetInputData(loop->GetOutput());
 84     vtkSmartPointer<vtkActor> loopActor =
 85         vtkSmartPointer<vtkActor>::New();
 86     loopActor->SetMapper(loopMapper);
 87  
 88     vtkSmartPointer<vtkPolyDataMapper> butterflyMapper =
 89         vtkSmartPointer<vtkPolyDataMapper>::New();
 90     butterflyMapper->SetInputData(butterfly->GetOutput());
 91     vtkSmartPointer<vtkActor> butterflyActor =
 92         vtkSmartPointer<vtkActor>::New();
 93     butterflyActor->SetMapper(butterflyMapper);
 94     //
 95     double ltView[4] = { 0, 0, 0.5, 0.5 };
 96     double rtView[4] = { 0.5, 0, 1, 0.5 };
 97     double lbView[4] = { 0, 0.5, 0.5, 1 };
 98     double rbView[4] = { 0.5, 0.5, 1, 1 };
 99  
100     vtkSmartPointer<vtkRenderer> origRender =
101         vtkSmartPointer<vtkRenderer>::New();
102     origRender->SetViewport(ltView);
103     origRender->AddActor(origActor);
104     origRender->SetBackground(1, 0, 0);
105  
106     vtkSmartPointer<vtkRenderer> linearRender =
107         vtkSmartPointer<vtkRenderer>::New();
108     linearRender->SetViewport(rtView);
109     linearRender->AddActor(linearActor);
110     linearRender->SetBackground(0, 1, 0);
111  
112     vtkSmartPointer<vtkRenderer> loopRender =
113         vtkSmartPointer<vtkRenderer>::New();
114     loopRender->SetViewport(lbView);
115     loopRender->AddActor(loopActor);
116     loopRender->SetBackground(0, 0, 1);
117  
118     vtkSmartPointer<vtkRenderer> butterflyRender =
119         vtkSmartPointer<vtkRenderer>::New();
120     butterflyRender->SetViewport(rbView);
121     butterflyRender->AddActor(butterflyActor);
122     butterflyRender->SetBackground(0, 0, 0);
123     //
124     vtkSmartPointer<vtkRenderWindow> rw =
125         vtkSmartPointer<vtkRenderWindow>::New();
126     rw->AddRenderer(origRender);
127     rw->AddRenderer(linearRender);
128     rw->AddRenderer(loopRender);
129     rw->AddRenderer(butterflyRender);
130     rw->SetSize(640, 640);
131     rw->SetWindowName("PolyData Subdivision");
132  
133     origRender->GetActiveCamera()->SetPosition(0, -1, 0);
134     origRender->GetActiveCamera()->SetFocalPoint(0, 0, 0);
135     origRender->GetActiveCamera()->SetViewUp(0, 0, 1);
136     origRender->GetActiveCamera()->Azimuth(30);
137     origRender->GetActiveCamera()->Elevation(30);
138     origRender->ResetCamera();//刷新照相机  
139     linearRender->SetActiveCamera(origRender->GetActiveCamera());
140     loopRender->SetActiveCamera(origRender->GetActiveCamera());
141     butterflyRender->SetActiveCamera(origRender->GetActiveCamera());
142     
143     vtkSmartPointer<vtkRenderWindowInteractor> rwi =
144         vtkSmartPointer<vtkRenderWindowInteractor>::New();
145     rwi->SetRenderWindow(rw);
146     rwi->Start();
147     rw->Render();
148  
149     return 0;
150 }
输出结果:
红色视窗为原始三角网格模型,绿色视窗采用了线性细分算法;蓝色视窗采用Loop细分算法;黑色视窗采用了Butterfly细分算法。
鼻子部位的细节图:
从上面结果上看,我们可以看出:线性细分效果似乎没有起到多大作用??!Loop细分结果得到了很光滑的曲面,Butterfly细分在细节部分处理的并不很理想。
注意事项 :
所有模型细化算子仅对三角网格数据有效,因此在处理多边形数据时,需要通过VTKTriangleFilter将多边形网格转换为三角网格才能处理。

推荐阅读