Algorithm-Repo/SourceCode/CVAlgorithmUtils/LesionDescription/SegmentDescribDemo/MainWindow.xaml.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Windows;
using System.Windows.Controls;
using System.Windows.Data;
using System.Windows.Documents;
using System.Windows.Input;
using System.Windows.Media;
using System.Windows.Media.Imaging;
using System.Windows.Navigation;
using System.Windows.Shapes;
using Microsoft.Win32;
using System.Drawing;
using System.Threading;
using System.Windows.Threading;
using System.Drawing.Imaging;
using System.IO;
using System.Runtime.InteropServices;
using AI.Common.Interface;
using RawImageShowUtilsLib;
using System.Reflection;
using System.Runtime.InteropServices.ComTypes;
using AI.Common.Implements;
using AIModuleResultShowUtilsLib;
using System.ComponentModel;

namespace SegmentDescribDemo
{
    enum ContourShape  //轮廓形状
    {
        NoneShape = 0,
        Oval = 1,         // 椭圆
        Round = 2,        // 类圆
        Irregular = 3     // 不规则
    };
    enum Orientation  //生长方向
    {
        NoneOrientation = 0,
        Parallel = 1,     // 平行
        NonParallel = 2   // 非平行
    };
    
    enum EchoPattern    //回声类型
    {
        NoneEcho = 0,
        Anechoic = 1,       // 无回声
        Hypoechoic = 2,     // 低回声
        Hyperechoic = 3,    // 高回声
        Strongechoic = 4,   // 强回声
        Complex = 5,        // 混合回声
        Isoechoic = 6,      // 等回声
    };

    enum Boundary     //边界清晰度 
    {
        NoneBoundary = 0,
        AbruptInterface = 1,   //清晰
        EchogenicHalo = 2      //不清晰，模糊
    };

    enum MarginEnum   //边缘光整度 
    {
        NoneMargin = 0,
        Circumscribed = 1,      //光整
        NonCircumscribed = 2    //不光整
    };

    enum Calcifications
    {
        NoneCalc = 0,
        NoCalcifications = 1,         //无钙化
        Macrocalcifications = 2,      //粗大钙化
        CalcificationsInMass = 3,     //内部微钙化
        CalcificationsOutOfMass = 4   //外部微钙化  
    };

    //局灶性强回声
    enum EchogenicFociEnum
    {
        NoCifications = 0,            //无钙化
        Coarsecalcifications = 1,     //粗钙化
        Microcalcifications = 2,      //微钙化
    };
    public struct roiCoor
    {
        public int x;
        public int y;
        public int width;
        public int height;
    }


    /// <summary>
    /// MainWindow.xaml 的交互逻辑
    /// </summary>
    public partial class MainWindow : Window
    {
        #region private variables

        private BitmapImage _origimg;
        private BitmapImage _dstimg;

        private Queue<Bitmap> _imagesReadyToDrawBox = new Queue<Bitmap>();
        private Queue<SegDataInput> _testDatas = new Queue<SegDataInput>();
        private bool _stop = false;
        private bool _reuseimg = false;

        private System.Windows.Media.Brush _roiColor = System.Windows.Media.Brushes.Orange;
        private System.Drawing.Point _startpoint;
        private System.Drawing.Point _endpoint;
        private System.Drawing.Rectangle _drawingroi = System.Drawing.Rectangle.Empty;
        private volatile bool _roidrawn = false;
        private int _currentImgIdex;
        private string _currentImgId;
        private Bitmap _currentimg;
        private Queue<string> _imgNameQueue = new Queue<string>();     // 图像文件名(循环读图)
        private List<string> _imgNameList = new List<string>();        // 图像文件名 
        private List<System.Drawing.Rectangle> _imgROIList = new List<System.Drawing.Rectangle>();
        private List<LesionDesGTImgInfo> _allImages = new List<LesionDesGTImgInfo>();

        //private AIDiagSystem _aiSeg;
        private IModule _module;
        private string _currentPath;
        private InferenceConfig _inferConfig = new InferenceConfig();
        private string _netDir = System.IO.Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "Networks");

        private volatile string _processId = string.Empty;
        private volatile string _caseId = string.Empty;
        private volatile string _dataId = string.Empty;
        private volatile bool _readingVideo;
        private volatile int _frameIndex;

        //回声
        private int _Anechoic_Anechoi_num = 0;       //无回声 判为 无回声 的数目
        private int _Anechoic_Hyperechoic_num = 0;   //无回声 判为 高回声 的数目
        private int _Anechoic_Isoechoic_num = 0;
        private int _Anechoic_Hypoechoic_num = 0;
        private int _Anechoic_HypoechoicLower_num = 0;

        private int _Hyperechoic_Hyperechoic_num = 0;  //高回声 判为 高回声
        private int _Hyperechoic_Anechoic_num = 0;
        private int _Hyperechoic_Isoechoic_num = 0;
        private int _Hyperechoic_Hypoechoic_num = 0;
        private int _Hyperechoic_HypoechoicLower_num = 0;

        private int _Isoechoic_Isoechoic_num = 0;     //等回声 判为 等回声
        private int _Isoechoic_Anechoic_num = 0;
        private int _Isoechoic_Hyperechoic_num = 0;
        private int _Isoechoic_Hypoechoic_num = 0;
        private int _Isoechoic_HypoechoicLower_num = 0;

        private int _Hypoechoic_Hypoechoic_num = 0;  //低回声 判为 低回声
        private int _Hypoechoic_Anechoic_num = 0;
        private int _Hypoechoic_Hyperechoic_num = 0;
        private int _Hypoechoic_Isoechoic_num = 0;
        private int _Hypoechoic_HypoechoicLower_num = 0;

        private int _HypoechoicLower_HypoechoicLower_num = 0;  //极低回声 判为 极低回声
        private int _HypoechoicLower_Anechoicr_num = 0;
        private int _HypoechoicLower_Hyperechoic_num = 0;
        private int _HypoechoicLower_Isoechoic_num = 0;
        private int _HypoechoicLower_Hypoechoic_num = 0;

        private int _Oval_Oval_num = 0;  //椭圆 判为 椭圆
        private int _Oval_Round_num = 0; //椭圆 判为 类圆
        private int _Oval_Irregular_num = 0;//椭圆 判为 不规则

        private int _Round_Oval_num = 0;
        private int _Round_Round_num = 0;
        private int _Round_Irregular_num = 0;

        private int _Irregular_Oval_num = 0;
        private int _Irregular_Round_num = 0;
        private int _Irregular_Irregular_num = 0;

        private int _Circumscribed_Circumscribed_num = 0;  //光整 判为 光整
        private int _Circumscribed_NonCircumscribed_num = 0; //光整 判为 不光整
        private int _NonCircumscribed_Circumscribed_num = 0;
        private int _NonCircumscribed_NonCircumscribed_num = 0;

        private int _AbruptInterface_AbruptInterface_num = 0;  //清晰 判为 清晰
        private int _AbruptInterface_EchogenicHalo_num = 0; //清晰 判为 不清晰，模糊
        private int _EchogenicHalo_AbruptInterface_num = 0;
        private int _EchogenicHalo_EchogenicHalo_num = 0;

        private int _Parallel_Parallel_num = 0;  //平行 判为 平行
        private int _Parallel_NonParallel_num = 0; //平行 判为 非平行
        private int _NonParallel_Parallel_num = 0;
        private int _NonParallel_NonParallel_num = 0;

        private int _Shadowing = 0;
        private int _Enhancement = 0;
        private int _Absent = 0;
        private int _Combined = 0;
        #endregion

        [DllImport(@"LesionDescription.dll", CallingConvention = CallingConvention.Cdecl)]
        public static extern void BreastDescriptionHaveModelProcess(byte[] img_data, int channels, int img_w, int img_h, roiCoor roi_vec, int num_pts,
                                            MyPoint[] contour_points, int contourNum, int[] contourLen, MyPoint[] calcificationPts, ref LesionDescriNow lesionDescr);

        [DllImport(@"tools.dll", CallingConvention = CallingConvention.Cdecl)]
        public static extern void BreastDescriptionLesionsRect(int img_w, int img_h, MyPoint[] contour_points, int contourLen, roiCoor lesionRectPr, ref int sameLesion);

        [DllImport(@"tools.dll", CallingConvention = CallingConvention.Cdecl)]
        public static extern void DescriptionLesionsRect(int img_w, int img_h, MyPoint[] contour_points, int contourLen, ref roiCoor lesionRectPr);

        [DllImport(@"LesionAxis.dll", CallingConvention = CallingConvention.Cdecl)]
        public static extern void LesionVerHorAxis(int img_w, int img_h, int contourLen, MyPoint[] contour_points, ref AxisPoint axisPt);

        [DllImport(@"LesionAxis.dll", CallingConvention = CallingConvention.Cdecl)]
        public static extern void MyLesionAxisProcess(roiCoor lesionRect, int contourLen, MyPoint[] contour_points, ref AxisPoint axisPt);

        #region 窗体响应
        public MainWindow()
        {
            InitializeComponent();

            _origimg = null;
            _dstimg = null;
            OrigImage.Source = _origimg;
            DstImage.Source = _dstimg;
            _currentPath = System.Environment.CurrentDirectory;
            _module = new AI.Vaid.Modules.BreastLesionDetect.BreastLesionDetect(_netDir, _inferConfig, EnumDeviceType.CPU);
        }

        private void Window_Closing(object sender, System.ComponentModel.CancelEventArgs e)  
        {
            //ImageUtility.Dispose();
        }

        private void OnLoadOneImageClick(object sender, RoutedEventArgs e)     // 加载1张图像
        {
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "图片文件|*.png;*.bmp;*.jpg;*.jpeg";
            openFileDialog.Multiselect = false;
            openFileDialog.Title = "选择一幅图像";
            if (openFileDialog.ShowDialog() ?? false)
            {
                Bitmap img = new Bitmap(openFileDialog.FileName);
                _imagesReadyToDrawBox.Enqueue(img);
                DoROIDrawing();
            }
            string tmp = System.IO.Path.GetFileNameWithoutExtension(openFileDialog.FileName);
            _imgNameQueue.Enqueue(tmp);
        }

        private void OnStartContinuousTestClick(object sender, RoutedEventArgs e)     // 加载多张图像
        {
            if (_imagesReadyToDrawBox.Count > 0 || _testDatas.Count > 0)
            {
                MessageBox.Show("请先停止连续测试.");
                return;
            }
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "图片文件|*.png;*.bmp;*.jpg;*.jpeg";
            openFileDialog.Multiselect = true;
            openFileDialog.Title = "选择一幅或多幅图像";

            if (openFileDialog.ShowDialog() ?? false)
            {
                foreach (string filename in openFileDialog.FileNames)
                {
                    Bitmap img = new Bitmap(filename);
                    _imagesReadyToDrawBox.Enqueue(img);

                    //string tmp = System.IO.Path.GetFileName(filename);
                    string imgName = System.IO.Path.GetFileNameWithoutExtension(filename);
                    _imgNameQueue.Enqueue(imgName);   //  图像文件名

                    _imgNameList.Add(imgName);
                }
                _reuseimg = true;

                DoROIDrawing();   //画ROI   
            }
        }

        private void OnUseCurrentROIClick(object sender, RoutedEventArgs e)   // 使用当前的ROI
        {
            if (!_startpoint.IsEmpty && !_endpoint.IsEmpty && _currentimg != null)
            {
                int roileft = Math.Min(_startpoint.X, _endpoint.X);
                int roiright = Math.Max(_startpoint.X, _endpoint.X);
                int roitop = Math.Min(_startpoint.Y, _endpoint.Y);
                int roibottom = Math.Max(_startpoint.Y, _endpoint.Y);
                if (roileft == roiright || roitop == roibottom)
                {
                    MessageBox.Show("绘制的矩形框尺寸不能为0.");
                    return;
                }
                _drawingroi = new System.Drawing.Rectangle(roileft, roitop, roiright - roileft, roibottom - roitop);
                SegDataInput data;
                if (_currentimg.PixelFormat == System.Drawing.Imaging.PixelFormat.Format24bppRgb ||
                   _currentimg.PixelFormat == System.Drawing.Imaging.PixelFormat.Format8bppIndexed)
                {
                    data = new SegDataInput(_currentimg, _drawingroi);
                }
                else
                {
                    data = new SegDataInput(_currentimg.Clone(new System.Drawing.Rectangle(0, 0, _currentimg.Width, _currentimg.Height),
                                            System.Drawing.Imaging.PixelFormat.Format24bppRgb), _drawingroi);
                }
                _testDatas.Enqueue(data);
                _roidrawn = true;
                _imgROIList.Add(_drawingroi);

                /// 开始图像分割 
                if (_imagesReadyToDrawBox.Count > 0)
                {
                    DoROIDrawing();
                }
                else
                {
                    if (FuncFCM.IsChecked.Value)
                    {
                        DoTest("FCM");
                    }
                    else if (FuncACWE.IsChecked.Value)
                    {
                        DoTest("ACWE");    // ACWE活动轮廓算法
                    }
                    else if (FuncDRLSE.IsChecked.Value)
                    {
                        DoTest("DRLSE");   // DRLSE活动轮廓算法
                    }
                    else if (FuncLBF.IsChecked.Value)
                    {
                        DoTest("LBF");    // LBF活动轮廓算法
                    }
                    else if (FuncLSEWR.IsChecked.Value)
                    {
                        DoTest("LSEWR");
                    }
                    else if (FuncBLS.IsChecked.Value)
                    {
                        DoTest("BLS");
                    }
                }
            }
            else
            {
                MessageBox.Show("请先加载待测图像并绘制ROI");
            }
        }

        private void OnStopContinuousTestClick(object sender, RoutedEventArgs e)
        {
            _stop = true;
            _reuseimg = false;
        }

        private void Canvas_SizeChanged(object sender, SizeChangedEventArgs e)
        {
            MyCanvas.Width = GridOrigImg.ActualWidth;
            MyCanvas.Height = GridOrigImg.ActualHeight;
            ImageUpdated();
            DrawingROIUpdated();
        }

        private void Canvas_MouseLeftBtnDown(object sender, MouseButtonEventArgs e)
        {
            int x = Convert.ToInt32(e.GetPosition(OrigImage).X / OrigImage.ActualWidth * _origimg.Width);
            int y = Convert.ToInt32(e.GetPosition(OrigImage).Y / OrigImage.ActualHeight * _origimg.Height);
            _startpoint = new System.Drawing.Point(x, y);
        }

        private void Canvas_MouseMove(object sender, MouseEventArgs e)
        {
            int x = Convert.ToInt32(e.GetPosition(OrigImage).X / OrigImage.ActualWidth * _origimg.Width);
            int y = Convert.ToInt32(e.GetPosition(OrigImage).Y / OrigImage.ActualHeight * _origimg.Height);
            MousePosition.Text = x.ToString() + "," + y.ToString();

            if (e.LeftButton == MouseButtonState.Pressed)
            {
                _endpoint = new System.Drawing.Point(x, y);
                DrawingROIUpdated();
            }
        }
        #endregion

        #region private funcs
        private void DoROIDrawing()
        {
            System.Threading.Tasks.Task.Run(() =>
            {
                if (_stop)
                {
                    _stop = false;
                    _imagesReadyToDrawBox.Clear();
                    return;
                }

                if (_imagesReadyToDrawBox.Count <= 0)
                {
                    return;
                }

                Bitmap origimage = _imagesReadyToDrawBox.Dequeue();
                DrawROIForOneImage(origimage);   //对ROI坐标赋值      

            });
        }

        private void DrawROIForOneImage(Bitmap image)
        {
            _origimg = ImageUtility.BitmapToBitmapImage(image);
            _currentimg = image;
            _drawingroi = System.Drawing.Rectangle.Empty;
            _roidrawn = false;
            Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
            {
                _dstimg = null;
                DstImage.Source = _dstimg;
                ImageUpdated();
                _startpoint = System.Drawing.Point.Empty;
                _endpoint = System.Drawing.Point.Empty;
                DrawingROIUpdated();
                ROI.Text = string.Empty;
            }));
            while (!_roidrawn)
            {
                Thread.Sleep(100);
            }
        }

        private void DoTest(string algriType)   //循环处理已经选中的图像
        {
            System.Threading.Tasks.Task.Run(() =>
           {
               if (_testDatas.Count <= 0 || _stop)
               {
                   _stop = false;
                   _testDatas.Clear();
                   return;
               }
               SegDataInput data = _testDatas.Dequeue();

               string img_name;
               if (_imgNameQueue.Count == 1)
               {
                   img_name = _imgNameQueue.Peek();   // 返回队列开头的元素但不移除该元素
               }
               else
               { img_name = _imgNameQueue.Dequeue(); }   // 移除队列开头的元素并返回该元素
               TestOneImage(data, algriType, img_name);    // 处理图像

               if (_reuseimg)
               {
                   _testDatas.Enqueue(data);
               }
               Thread.Sleep(50);
               DoTest(algriType);
           });
        }

        private unsafe void TestOneImage(SegDataInput data, string algriType, string imgName)  // 调用接口函数
        {
            var starttime = Environment.TickCount;
            System.Drawing.PointF[] contours = null;    //待画的病灶轮廓
            System.Drawing.PointF[] axis_h = new PointF[2];
            System.Drawing.PointF[] axis_v = new PointF[2];

            EnumSegMethod segMmethod = (EnumSegMethod)Enum.Parse(typeof(EnumSegMethod), algriType);
            contours = ImageUtility.ContourDetect(data, segMmethod);   //调用病灶分割算法
            DesDataInput desData = new DesDataInput(data.InputImage, data.InputRoi, contours);

            /// 病灶轮廓描述    
            AxisPoint axisPt = new AxisPoint();
            LesionDescriptionResult lesionDescr = ImageUtility.BreastDescription(desData, axisPt);

            int shapeDescri = lesionDescr.Shape;             // 形状描述
            int growthDerec = lesionDescr.Orientation;       // 生长方向
            int echoType = lesionDescr.Echo;                 // 回声类型
            int boundarySharpness = lesionDescr.Boundary;    // 边界清晰度
            int edgeSmooth = lesionDescr.Margin;             // 边缘光整度
            int echogenicFoci = lesionDescr.Calcification;   // 钙化

            Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
            {
                if (shapeDescri == (int)ContourShape.Oval)
                {
                    ContourShapeDescri.Text = "椭圆形";
                }
                else if (shapeDescri == (int)ContourShape.Round)
                {
                    ContourShapeDescri.Text = "类圆形";
                }
                else if (shapeDescri == (int)ContourShape.Irregular)
                {
                    ContourShapeDescri.Text = "不规则形";
                }
                else if (shapeDescri == (int)ContourShape.NoneShape)
                {
                    ContourShapeDescri.Text = "未标注";
                }

                if (growthDerec == (int)Orientation.NonParallel)
                {
                    GrowDirectionDescri.Text = "非平行";
                }
                else if (growthDerec == (int)Orientation.Parallel)
                {
                    GrowDirectionDescri.Text = "平行";
                }
                else if (growthDerec == (int)Orientation.NoneOrientation)
                {
                    GrowDirectionDescri.Text = "未标注";
                }

                if (echoType == (int)EchoPattern.Anechoic)  // 1无回声
                {
                    EchoPatternDescri.Text = "无回声";
                }
                else if (echoType == (int)EchoPattern.Hypoechoic)  // 2低回声
                {
                    EchoPatternDescri.Text = "低回声";
                }
                else if (echoType == (int)EchoPattern.Complex)  // 5混合回声
                {
                    EchoPatternDescri.Text = "混合回声";
                }
                else if (echoType == (int)EchoPattern.NoneEcho)
                {
                    EchoPatternDescri.Text = "未标注";
                }

                // 边界清晰度
                if (boundarySharpness == (int)Boundary.AbruptInterface)
                {
                    BoundaryBoundaryDescri.Text = "清晰";
                }
                else if (boundarySharpness == (int)Boundary.EchogenicHalo)
                {
                    BoundaryBoundaryDescri.Text = "不清晰";
                }
                else if (boundarySharpness == (int)Boundary.NoneBoundary)
                {
                    BoundaryBoundaryDescri.Text = "未标注";
                }
                // 边缘光整度
                if (edgeSmooth == (int)SegmentDescribDemo.MarginEnum.Circumscribed)
                {
                    EdgeMarginDescri.Text = "光整";
                }
                else if (edgeSmooth == (int)SegmentDescribDemo.MarginEnum.NonCircumscribed)
                {
                    EdgeMarginDescri.Text = "不光整";
                }
                else if (edgeSmooth == (int)SegmentDescribDemo.MarginEnum.NoneMargin)
                {
                    EdgeMarginDescri.Text = "未标注";
                }
                // 局灶性强回声:钙化
                if (echogenicFoci == (int)Calcifications.NoCalcifications)
                {
                    EdgeCificationDescri.Text = "无钙化";
                }
                else if (echogenicFoci == (int)Calcifications.Macrocalcifications)
                {
                    EdgeCificationDescri.Text = "粗钙化";
                }
                else if (echogenicFoci == (int)Calcifications.CalcificationsInMass)
                {
                    EdgeCificationDescri.Text = "微钙化";
                }
                else
                {
                    EdgeCificationDescri.Text = "未标注";
                }
            }));

            var endtime = Environment.TickCount;
            Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
            {
                ElapsedTime.Text = (endtime - starttime).ToString();
            }));
            Bitmap dstimage = (Bitmap)data.InputImage.Clone();
            using (var g = Graphics.FromImage(dstimage))
            {
                if (contours.Length > 0)
                {
                    //画病灶轮廓
                    System.Drawing.Pen pen = new System.Drawing.Pen(System.Drawing.Brushes.Orange, 2);  
                    g.DrawLines(pen, contours);
                    pen.Dispose();
                }
                //画轮廓的长短轴
                System.Drawing.Pen pen_h = new System.Drawing.Pen(System.Drawing.Brushes.PaleGreen, 2);
                g.DrawLines(pen_h, axis_h);   //横轴,浅绿色
                System.Drawing.Pen pen_v = new System.Drawing.Pen(System.Drawing.Brushes.Red, 2);
                g.DrawLines(pen_v, axis_v);   //纵轴，红色
                g.Dispose();
            }
            _dstimg = ImageUtility.BitmapToBitmapImage(dstimage);
            Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
            {
                DstImage.Source = _dstimg;
            }));
            dstimage.Dispose();
        }

        private void DrawingROIUpdated()
        {
            if (null == _origimg)
            {
                return;
            }

            System.Windows.Shapes.Rectangle drawingroi = MyCanvas.FindName("drawingroi") as System.Windows.Shapes.Rectangle;
            if (drawingroi != null)
            {
                MyCanvas.Children.Remove(drawingroi);
                MyCanvas.UnregisterName("drawingroi");
            }

            if (_startpoint.IsEmpty || _endpoint.IsEmpty)
            {
                return;
            }

            // 在原始图像上的坐标
            int roileft = Math.Min(_startpoint.X, _endpoint.X);
            int roiright = Math.Max(_startpoint.X, _endpoint.X);
            int roitop = Math.Min(_startpoint.Y, _endpoint.Y);
            int roibottom = Math.Max(_startpoint.Y, _endpoint.Y);

            ROI.Text = roileft.ToString() + "," + roitop + "," + roiright.ToString() + "," + roibottom.ToString();

            // 求在画布上的坐标
            double boxTopInCanvas = roitop * OrigImgScaleTramsform.ScaleY;
            double boxLeftInCanvas = roileft * OrigImgScaleTramsform.ScaleX;
            double boxWidthInCanvas = (roiright - roileft) * OrigImgScaleTramsform.ScaleX;
            double boxHeghtInCanvas = (roibottom - roitop) * OrigImgScaleTramsform.ScaleY;

            // 在画布上画矩形
            drawingroi = new System.Windows.Shapes.Rectangle();
            drawingroi.StrokeThickness = 3;
            drawingroi.Stroke = _roiColor;
            drawingroi.Width = boxWidthInCanvas;
            drawingroi.Height = boxHeghtInCanvas;
            Canvas.SetLeft(drawingroi, boxLeftInCanvas);
            Canvas.SetTop(drawingroi, boxTopInCanvas);
            MyCanvas.Children.Add(drawingroi);
            MyCanvas.RegisterName("drawingroi", drawingroi);
        }

        private void ImageUpdated()
        {
            if (null == _origimg)
            {
                return;
            }

            // 缩放
            double ratioW = GridOrigImg.ActualWidth / _origimg.Width;
            double ratioH = GridOrigImg.ActualHeight / _origimg.Height;
            double ratio = ratioW < ratioH ? ratioW : ratioH;
            OrigImgScaleTramsform.CenterX = 0;
            OrigImgScaleTramsform.CenterY = 0;
            OrigImgScaleTramsform.ScaleX = ratio;
            OrigImgScaleTramsform.ScaleY = ratio;

            // 使图像居中，需要平移
            double translateX = 0;
            double translateY = 0;
            if (Math.Abs(ratio - ratioW) < 0.0001)
            {
                translateY = 0.5 * (ratioH - ratio) * _origimg.Height;
            }
            else
            {
                translateX = 0.5 * (ratioW - ratio) * _origimg.Width;
            }

            // 更新画布尺寸，使其刚好只覆盖图像区域
            MyCanvas.Width = ratio * _origimg.Width;
            MyCanvas.Height = ratio * _origimg.Height;
            Canvas.SetLeft(MyCanvas, translateX);
            Canvas.SetTop(MyCanvas, translateY);
            MyCanvas.ClipToBounds = true;

            OrigImage.Source = _origimg;
        }

        #endregion

        private void OnLoadDataBaseClick(object sender, RoutedEventArgs e)
        {
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "数据库文件|*.db";
            openFileDialog.Multiselect = false;
            openFileDialog.Title = "选择一个数据库文件";
            string dbPath = "";
            if (openFileDialog.ShowDialog() ?? false)
            {
                dbPath = openFileDialog.FileName;
            }
            DataBase dataBase = new DataBase(dbPath);
            dataBase.ReadDataBase();
            if (dataBase._allImages.Count > 1)
            {
                _allImages = dataBase._allImages;
                if (_allImages.Count > 0)
                {
                    MessageBox.Show("加载成功！");
                }
            }
            else
            {
                MessageBox.Show("读取失败！");
            }
        }

        private void OnLoadOneImagesClick(object sender, RoutedEventArgs e)
        {
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "图片文件|*.png;*.bmp;*.jpg;*.jpeg";
            openFileDialog.Multiselect = true;
            openFileDialog.Title = "选择一幅或多幅图像";
            if (openFileDialog.ShowDialog() ?? false)
            {
                foreach (string filename in openFileDialog.FileNames)
                {
                    Bitmap img = new Bitmap(filename);
                    _currentimg = img;
                    string temp;
                    int idx = filename.LastIndexOf("\\");
                    temp = filename.Substring(idx);
                    string[] strs1 = temp.Split('\\');
                    temp = strs1[1];
                    //string[] strs2 = temp.Split(new char[4] { '.', 'j', 'p', 'g' }, 2);
                    //string ImgId = strs2[0];
                    string[] sArray = null;
                    sArray = System.Text.RegularExpressions.Regex.Split(temp, ".jpg", System.Text.RegularExpressions.RegexOptions.IgnoreCase);
                    string ImgId = sArray[0];
                    //WriteTxtToFile("E:\\image\\", "name.txt", ImgId, false);
                    _currentImgId = ImgId;
                    int imgIdx = _allImages.FindIndex(x => x.ImageId == _currentImgId);
                    if (imgIdx < 0)
                    {
                        //return;
                        continue;
                    }
                    else
                    {
                        _currentImgIdex = imgIdx;
                        DoDescriAlgorithm(ImgId);
                    }

                }

                Console.WriteLine("无回声 -> 无回声: " + _Anechoic_Anechoi_num);
                Console.WriteLine("无回声 -> 高回声: " + _Anechoic_Hyperechoic_num);
                Console.WriteLine("无回声 -> 等回声: " + _Anechoic_Isoechoic_num);
                Console.WriteLine("无回声 -> 低回声: " + _Anechoic_Hypoechoic_num);
                Console.WriteLine("无回声 -> 极低回声: " + _Anechoic_HypoechoicLower_num);

                Console.WriteLine("高回声 -> 高回声: " + _Hyperechoic_Hyperechoic_num);
                Console.WriteLine("高回声 -> 无回声: " + _Hyperechoic_Anechoic_num);
                Console.WriteLine("高回声 -> 等回声: " + _Hyperechoic_Isoechoic_num);
                Console.WriteLine("高回声 -> 低回声: " + _Hyperechoic_Hypoechoic_num);
                Console.WriteLine("高回声 -> 极低回声: " + _Hyperechoic_HypoechoicLower_num);

                Console.WriteLine("等回声 -> 等回声: " + _Isoechoic_Isoechoic_num);
                Console.WriteLine("等回声 -> 无回声: " + _Isoechoic_Anechoic_num);
                Console.WriteLine("等回声 -> 高回声: " + _Isoechoic_Hyperechoic_num);
                Console.WriteLine("等回声 -> 低回声: " + _Isoechoic_Hypoechoic_num);
                Console.WriteLine("等回声 -> 极低回声: " + _Isoechoic_HypoechoicLower_num);

                Console.WriteLine("低回声 -> 低回声: " + _Hypoechoic_Hypoechoic_num);
                Console.WriteLine("低回声 -> 无回声: " + _Hypoechoic_Anechoic_num);
                Console.WriteLine("低回声 -> 高回声: " + _Hypoechoic_Hyperechoic_num);
                Console.WriteLine("低回声 -> 等回声: " + _Hypoechoic_Isoechoic_num);
                Console.WriteLine("低回声 -> 极低回声: " + _Hypoechoic_HypoechoicLower_num);

                Console.WriteLine("极低回声 -> 极低回声: " + _HypoechoicLower_HypoechoicLower_num);
                Console.WriteLine("极低回声 -> 无回声: " + _HypoechoicLower_Anechoicr_num);
                Console.WriteLine("极低回声 -> 高回声: " + _HypoechoicLower_Hyperechoic_num);
                Console.WriteLine("极低回声 -> 等回声: " + _HypoechoicLower_Isoechoic_num);
                Console.WriteLine("极低回声 -> 低回声: " + _HypoechoicLower_Hypoechoic_num);
                ///
                Console.WriteLine("椭圆 -> 椭圆: " + _Oval_Oval_num);
                Console.WriteLine("椭圆 -> 类圆: " + _Oval_Round_num);
                Console.WriteLine("椭圆 -> 不规则: " + _Oval_Irregular_num);

                Console.WriteLine("类圆 -> 椭圆: " + _Round_Oval_num);
                Console.WriteLine("类圆 -> 类圆: " + _Round_Round_num);
                Console.WriteLine("类圆 -> 不规则: " + _Round_Irregular_num);

                Console.WriteLine("不规则 -> 椭圆: " + _Irregular_Oval_num);
                Console.WriteLine("不规则 -> 类圆: " + _Irregular_Round_num);
                Console.WriteLine("不规则 -> 不规则: " + _Irregular_Irregular_num);

                Console.WriteLine("光整 -> 光整: " + _Circumscribed_Circumscribed_num);
                Console.WriteLine("光整 -> 不光整: " + _Circumscribed_NonCircumscribed_num);
                Console.WriteLine("不光整 -> 光整: " + _NonCircumscribed_Circumscribed_num);
                Console.WriteLine("不光整 -> 不光整: " + _NonCircumscribed_NonCircumscribed_num);

                Console.WriteLine("清晰 -> 清晰: " + _AbruptInterface_AbruptInterface_num);
                Console.WriteLine("清晰 -> 不清晰: " + _AbruptInterface_EchogenicHalo_num);
                Console.WriteLine("不清晰 -> 清晰: " + _EchogenicHalo_AbruptInterface_num);
                Console.WriteLine("不清晰 -> 不清晰: " + _EchogenicHalo_EchogenicHalo_num);

                Console.WriteLine("平行 -> 平行: " + _Parallel_Parallel_num);
                Console.WriteLine("平行 -> 非平行: " + _Parallel_NonParallel_num);
                Console.WriteLine("非平行 -> 平行: " + _NonParallel_Parallel_num);
                Console.WriteLine("非平行 -> 非平行: " + _NonParallel_NonParallel_num);

                Console.WriteLine();
            }
        }

        //描述算法调用接口
        private void DoDescriAlgorithm(string name)
        {
            if (_currentimg == null)
            {
                MessageBox.Show("请先加载待测图像！");
                return;
            }
            Bitmap bmp = _currentimg;
            //RawImage rawImg = BitmapToRawImage(bmp);
            roiCoor roi;
            roi.x = 0;
            roi.y = 0;
            roi.width = _currentimg.Width;
            roi.height = _currentimg.Height;

            int LesionsNum = _allImages[_currentImgIdex].Lesions.Count;
            //确定存在病灶
            if (LesionsNum > 0)
            {
                Bitmap dstimage = (Bitmap)_currentimg.Clone();
                //Bitmap oriimage = (Bitmap)_currentimg.Clone();
                int lesionsNum = _allImages[_currentImgIdex].Lesions.Count;
                for (int ii = 0; ii < lesionsNum; ii++)
                {
                    //获取病灶轮廓
                    int num2 = _allImages[_currentImgIdex].Lesions[ii].Contour.Count;
                    MyPoint[] lesionPts = new MyPoint[num2];
                    System.Drawing.PointF[] lesionContour = new PointF[num2];
                    for (int i = 0; i < num2; i++)
                    {
                        lesionPts[i].x = _allImages[_currentImgIdex].Lesions[ii].Contour[i].x;
                        lesionPts[i].y = _allImages[_currentImgIdex].Lesions[ii].Contour[i].y;
                        lesionContour[i].X = _allImages[_currentImgIdex].Lesions[ii].Contour[i].x;
                        lesionContour[i].Y = _allImages[_currentImgIdex].Lesions[ii].Contour[i].y;
                    }


                    EchoPattern echoGT = (EchoPattern)(_allImages[_currentImgIdex].Lesions[ii].EchoPattern) + 1;
                    Boundary boundaryGT = (Boundary)(_allImages[_currentImgIdex].Lesions[ii].Boundary) + 1;
                    MarginEnum marginGT = (MarginEnum)(_allImages[_currentImgIdex].Lesions[ii].Margin) + 1;
                    ContourShape shapeCppGT = (ContourShape)(_allImages[_currentImgIdex].Lesions[ii].Shape) + 1;
                    Orientation orientationGT = (Orientation)(_allImages[_currentImgIdex].Lesions[ii].Orientation) + 1;


                    LesionDescriNow desCpp = new LesionDescriNow();
                    desCpp.echo = 0;
                    desCpp.shape = 0;
                    desCpp.margin = 0;
                    desCpp.boundary = 0;
                    desCpp.orientation = 0;
                    desCpp.calcification = 0;
                    //desCpp.echogenicFoci = 0;
                    AxisPoint axisPtGt;
                    axisPtGt = new AxisPoint();
                    axisPtGt.horizontalPt1 = new MyPoint { x = 0, y = 0 };
                    axisPtGt.horizontalPt2 = new MyPoint { x = 0, y = 0 };
                    axisPtGt.verticalPt1 = new MyPoint { x = 0, y = 0 };
                    axisPtGt.verticalPt2 = new MyPoint { x = 0, y = 0 };
                    System.Drawing.PointF[] axisH = new PointF[2];
                    System.Drawing.PointF[] axisV = new PointF[2];
                    //WriteTxtToFile("E:\\image\\", "usename.txt", name, false);

                    System.Drawing.Rectangle rect = new System.Drawing.Rectangle(0, 0, 0, 0);
                    SegDataInput data = new SegDataInput(_currentimg, rect);


                    DesDataInput desData = new DesDataInput(data.InputImage, data.InputRoi, lesionContour);


                    //roiCoor lesionRectPr = new roiCoor();
                    //DescriptionLesionsRect(_currentimg.Width, _currentimg.Height, lesionPts, lesionPts.Length, ref lesionRectPr);
                    //AxisPoint axisPt = new AxisPoint();
                    //MyLesionAxisProcess(lesionRectPr, lesionPts.Length, lesionPts, ref axisPt);

                    var starttime = Environment.TickCount;
                    /// 病灶轮廓描述    

                    GCHandle hObjectContour = GCHandle.Alloc(lesionPts, GCHandleType.Pinned);
                    IntPtr pObjectContour = hObjectContour.AddrOfPinnedObject();
                    AxisPoint axisPt = new AxisPoint();
                    roiCoor lesionRectPr = new roiCoor();
                    DescriptionLesionsRect(_currentimg.Width, _currentimg.Height, lesionPts, lesionPts.Length, ref lesionRectPr);
                    MyLesionAxisProcess(lesionRectPr, lesionPts.Length, lesionPts, ref axisPt);
                    axisPtGt = axisPt;
                    if (hObjectContour.IsAllocated)
                    {
                        hObjectContour.Free();
                    }
                    LesionDescriptionResult lesionDescr = ImageUtility.BreastDescription(desData, axisPtGt);
                    var endtime = Environment.TickCount;

                    Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
                    {
                        ElapsedTime.Text = (endtime - starttime).ToString();
                    }));

                    int shapeDescri = lesionDescr.Shape;             // 形状描述
                    int orientation = lesionDescr.Orientation;       // 生长方向
                    int echoType = lesionDescr.Echo ;                 // 回声类型
                    int boundarySharpness = lesionDescr.Boundary;    // 边界清晰度
                    int margin = lesionDescr.Margin;             // 边缘光整度
                    int calcification = lesionDescr.Calcification;   // 钙化
                    AxisPoint axisPoint = axisPtGt;        // 纵、横轴端点坐标
                    MyPoint pt1 = axisPoint.horizontalPt1;            // 横轴
                    MyPoint pt2 = axisPoint.horizontalPt2;
                    MyPoint pt3 = axisPoint.verticalPt1;              // 纵轴
                    MyPoint pt4 = axisPoint.verticalPt2;

                    axisH[0].X = pt1.x;
                    axisH[0].Y = pt1.y;
                    axisH[1].X = pt2.x;
                    axisH[1].Y = pt2.y;
                    axisV[0].X = pt3.x;
                    axisV[0].Y = pt3.y;
                    axisV[1].X = pt4.x;
                    axisV[1].Y = pt4.y;
                    int resCa = -1;
                    int resEcho = -1;
                    int resShape = -1;
                    //Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
                    {
                        if (shapeDescri == (int)ContourShape.Oval)
                        {
                            ContourShapeDescriPr.Text = "椭圆形";
                        }
                        else if (shapeDescri == (int)ContourShape.Round)
                        {
                            ContourShapeDescriPr.Text = "类圆形";
                        }
                        else if (shapeDescri == (int)ContourShape.Irregular)
                        {
                            ContourShapeDescriPr.Text = "不规则形";
                        }
                        else if (shapeDescri == (int)ContourShape.NoneShape)
                        {
                            ContourShapeDescriPr.Text = "未标注";
                        }

                        if (orientation == (int)Orientation.NonParallel)
                        {
                            GrowDirectionDescriPr.Text = "非平行";
                        }
                        else if (orientation == (int)Orientation.Parallel)
                        {
                            GrowDirectionDescriPr.Text = "平行";
                        }
                        else if (orientation == (int)Orientation.NoneOrientation)
                        {
                            GrowDirectionDescriPr.Text = "未标注";
                        }

                        if (echoType == (int)EchoPattern.Anechoic)  // 1无回声
                        {
                            EchoPatternDescriPr.Text = "无回声";
                        }
                        else if (echoType == (int)EchoPattern.Hypoechoic)  // 2低回声
                        {
                            EchoPatternDescriPr.Text = "低回声";
                        }
                        else if (echoType == (int)EchoPattern.Complex)  // 5混合回声
                        {
                            EchoPatternDescriPr.Text = "混合回声";
                        }
                        else if (echoType == (int)EchoPattern.NoneEcho)
                        {
                            EchoPatternDescriPr.Text = "未标注";
                        }

                        // 边界清晰度
                        if (boundarySharpness == (int)Boundary.AbruptInterface)
                        {
                            BoundaryBoundaryDescriPr.Text = "清晰";
                        }
                        else if (boundarySharpness == (int)Boundary.EchogenicHalo)
                        {
                            BoundaryBoundaryDescriPr.Text = "不清晰";
                        }
                        else if (boundarySharpness == (int)Boundary.NoneBoundary)
                        {
                            BoundaryBoundaryDescriPr.Text = "未标注";
                        }
                        // 边缘光整度
                        if (margin == (int)SegmentDescribDemo.MarginEnum.Circumscribed)
                        {
                            EdgeMarginDescriPr.Text = "光整";
                        }
                        else if (margin == (int)SegmentDescribDemo.MarginEnum.NonCircumscribed)
                        {
                            EdgeMarginDescriPr.Text = "不光整";
                        }
                        else if (margin == (int)SegmentDescribDemo.MarginEnum.NoneMargin)
                        {
                            EdgeMarginDescriPr.Text = "未标注";
                        }
                        ///////////////////////////////////////////////////////////
                        if (shapeCppGT == ContourShape.Oval)
                        {
                            ContourShapeDescri.Text = "椭圆形";
                        }
                        else if (shapeCppGT == ContourShape.Round)
                        {
                            ContourShapeDescri.Text = "类圆形";
                        }
                        else if (shapeCppGT == ContourShape.Irregular)
                        {
                            ContourShapeDescri.Text = "不规则形";
                        }
                        else if (shapeCppGT == ContourShape.NoneShape)
                        {
                            ContourShapeDescri.Text = "未标注";
                        }

                        if (orientationGT == Orientation.NonParallel)
                        {
                            GrowDirectionDescri.Text = "非平行";
                        }
                        else if (orientationGT == Orientation.Parallel)
                        {
                            GrowDirectionDescri.Text = "平行";
                        }
                        else if (orientationGT == Orientation.NoneOrientation)
                        {
                            GrowDirectionDescri.Text = "未标注";
                        }

                        if (echoGT == EchoPattern.Anechoic)  // 1无回声
                        {
                            EchoPatternDescri.Text = "无回声";
                        }
                        else if (echoGT == EchoPattern.Hypoechoic)  // 2低回声
                        {
                            EchoPatternDescri.Text = "低回声";
                        }
                        else if (echoGT == EchoPattern.Complex)  // 5混合回声
                        {
                            EchoPatternDescri.Text = "混合回声";
                        }
                        else if (echoGT == EchoPattern.NoneEcho)
                        {
                            EchoPatternDescri.Text = "未标注";
                        }

                        // 边界清晰度
                        if (boundaryGT == Boundary.AbruptInterface)
                        {
                            BoundaryBoundaryDescri.Text = "清晰";
                        }
                        else if (boundaryGT == Boundary.EchogenicHalo)
                        {
                            BoundaryBoundaryDescri.Text = "不清晰";
                        }
                        else if (boundaryGT == Boundary.NoneBoundary)
                        {
                            BoundaryBoundaryDescri.Text = "未标注";
                        }
                        // 边缘光整度
                        if (marginGT == SegmentDescribDemo.MarginEnum.Circumscribed)
                        {
                            EdgeMarginDescri.Text = "光整";
                        }
                        else if (marginGT == SegmentDescribDemo.MarginEnum.NonCircumscribed)
                        {
                            EdgeMarginDescri.Text = "不光整";
                        }
                        else if (marginGT == SegmentDescribDemo.MarginEnum.NoneMargin)
                        {
                            EdgeMarginDescri.Text = "未标注";
                        }
                    }
                    ////));
                    ////////////////
                    //string newPath = System.IO.Path.Combine(_currentPath, "result");

                    //if (resShape == 0)
                    //{
                    //    string nameSave = newPath + "\\00\\" + name + ".jpg";
                    //    if (shapeCppGT == ShapeEnum.WiderThanTall)
                    //    {
                    //        //_currentImg.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                    //    }
                    //}
                    //else if (resShape == 1)
                    //{
                    //    string nameSave = newPath + "\\01\\" + name + ".jpg";
                    //    if (shapeCppGT == ShapeEnum.WiderThanTall)
                    //    {
                    //        // _currentImg.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                    //    }
                    //    //_currentImg.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                    //}

                    //if (echoFociGT == echoFoci)
                    //{
                    //    if (echoFoci == EchogenicFociEnum.NoCifications)
                    //    {
                    //        _NoCifications_NoCifications_num++;
                    //        //result = 1;
                    //    }
                    //    if (echoFoci == EchogenicFociEnum.Coarsecalcifications)
                    //    {
                    //        _Coarsecalcifications_Coarsecalcifications_num++;
                    //        //result = 2;
                    //    }
                    //    if (echoFoci == EchogenicFociEnum.Microcalcifications)
                    //    {
                    //        _Macrocalcifications_Macrocalcifications_num++;
                    //        //result = 3;
                    //    }
                    //}
                    //else
                    //{
                    //    if (echoFociGT == EchogenicFociEnum.NoCifications && echoFoci == EchogenicFociEnum.Coarsecalcifications)
                    //    {
                    //        _NoCifications_Coarsecalcifications_num++;
                    //        //result = 4;
                    //    }
                    //    if (echoFociGT == EchogenicFociEnum.NoCifications && echoFoci == EchogenicFociEnum.Microcalcifications)
                    //    {
                    //        _NoCifications_Macrocalcifications_num++;
                    //        //result = 5;
                    //    }
                    //    if (echoFociGT == EchogenicFociEnum.Coarsecalcifications && echoFoci == EchogenicFociEnum.NoCifications)
                    //    {
                    //        _Coarsecalcifications_NoCifications_num++;
                    //        //result = 6;
                    //    }
                    //    if (echoFociGT == EchogenicFociEnum.Coarsecalcifications && echoFoci == EchogenicFociEnum.Microcalcifications)
                    //    {
                    //        _Coarsecalcifications_Macrocalcifications_num++;
                    //        //result = 7;
                    //    }
                    //    if (echoFociGT == EchogenicFociEnum.Microcalcifications && echoFoci == EchogenicFociEnum.NoCifications)
                    //    {
                    //        _Macrocalcifications_NoCifications_num++;
                    //        //result = 8;
                    //    }
                    //    if (echoFociGT == EchogenicFociEnum.Microcalcifications && echoFoci == EchogenicFociEnum.Coarsecalcifications)
                    //    {
                    //        _Macrocalcifications_Coarsecalcifications_num++;
                    //        //result = 9;
                    //    }
                    //}
                    if ((int)echoGT == echoType)
                    {
                        if (echoType == (int)EchoPattern.Anechoic)
                        {
                            _Anechoic_Anechoi_num++;
                        }
                        if (echoType == (int)EchoPattern.Hyperechoic)
                        {
                            _Hyperechoic_Hyperechoic_num++;
                        }
                        if (echoType == (int)EchoPattern.Isoechoic)
                        {
                            _Isoechoic_Isoechoic_num++;
                        }
                        if (echoType == (int)EchoPattern.Hypoechoic)
                        {
                            _Hypoechoic_Hypoechoic_num++;
                        }
                        if (echoType == (int)EchoPattern.Complex)
                        {
                            _HypoechoicLower_HypoechoicLower_num++;
                        }
                    }
                    else
                    {
                        //把无回声判为其它
                        if (echoGT == EchoPattern.Anechoic && echoType == (int)EchoPattern.Hyperechoic)
                        {
                            _Anechoic_Hyperechoic_num++;
                        }
                        if (echoGT == EchoPattern.Anechoic && echoType == (int)EchoPattern.Isoechoic)
                        {
                            _Anechoic_Isoechoic_num++;
                        }
                        if (echoGT == EchoPattern.Anechoic && echoType == (int)EchoPattern.Hypoechoic)
                        {
                            _Anechoic_Hypoechoic_num++;
                        }
                        if (echoGT == EchoPattern.Anechoic && echoType == (int)EchoPattern.Complex)
                        {
                            _Anechoic_HypoechoicLower_num++;
                        }

                        //把高回声判为其它
                        if (echoGT == EchoPattern.Hyperechoic && echoType == (int)EchoPattern.Anechoic)
                        {
                            _Hyperechoic_Anechoic_num++;
                        }
                        if (echoGT == EchoPattern.Hyperechoic && echoType == (int)EchoPattern.Isoechoic)
                        {
                            _Hyperechoic_Isoechoic_num++;
                        }
                        if (echoGT == EchoPattern.Hyperechoic && echoType == (int)EchoPattern.Hypoechoic)
                        {
                            _Hyperechoic_Hypoechoic_num++;
                        }
                        if (echoGT == EchoPattern.Hyperechoic && echoType == (int)EchoPattern.Complex)
                        {
                            _Hyperechoic_HypoechoicLower_num++;
                        }

                        //把等回声判为其它
                        if (echoGT == EchoPattern.Isoechoic && echoType == (int)EchoPattern.Anechoic)
                        {
                            _Isoechoic_Anechoic_num++;
                        }
                        if (echoGT == EchoPattern.Isoechoic && echoType == (int)EchoPattern.Hyperechoic)
                        {
                            _Isoechoic_Hyperechoic_num++;
                        }
                        if (echoGT == EchoPattern.Isoechoic && echoType == (int)EchoPattern.Hypoechoic)
                        {
                            _Isoechoic_Hypoechoic_num++;
                        }
                        if (echoGT == EchoPattern.Isoechoic && echoType == (int)EchoPattern.Complex)
                        {
                            _Isoechoic_HypoechoicLower_num++;
                        }

                        //低回声判为其它
                        if (echoGT == EchoPattern.Hypoechoic && echoType == (int)EchoPattern.Anechoic)
                        {
                            _Hypoechoic_Anechoic_num++;
                        }
                        if (echoGT == EchoPattern.Hypoechoic && echoType == (int)EchoPattern.Hyperechoic)
                        {
                            _Hypoechoic_Hyperechoic_num++;
                        }
                        if (echoGT == EchoPattern.Hypoechoic && echoType == (int)EchoPattern.Isoechoic)
                        {
                            _Hypoechoic_Isoechoic_num++;
                        }
                        if (echoGT == EchoPattern.Hypoechoic && echoType == (int)EchoPattern.Complex)
                        {
                            _Hypoechoic_HypoechoicLower_num++;
                        }
                    }

                    if ((int)shapeCppGT == shapeDescri)
                    {
                        if (shapeDescri == (int)ContourShape.Oval) // 椭圆
                        {
                            _Oval_Oval_num++;
                        }
                        if (shapeDescri == (int)ContourShape.Round) // 类圆
                        {
                            _Round_Round_num++;
                        }
                        if (shapeDescri == (int)ContourShape.Irregular)// 不规则
                        {
                            _Irregular_Irregular_num++;
                        }
                    }
                    else
                    {
                        //把 宽大于高 判为 高大于宽
                        if (shapeCppGT == ContourShape.Oval && shapeDescri == (int)ContourShape.Round)
                        {
                            _Oval_Round_num++;
                        }
                        if (shapeCppGT == ContourShape.Oval && shapeDescri == (int)ContourShape.Irregular)
                        {
                            _Oval_Irregular_num++;
                        }
                        if (shapeCppGT == ContourShape.Round && shapeDescri == (int)ContourShape.Oval)
                        {
                            _Round_Oval_num++;
                        }
                        if (shapeCppGT == ContourShape.Round && shapeDescri == (int)ContourShape.Irregular)
                        {
                            _Round_Irregular_num++;
                        }
                        if (shapeCppGT == ContourShape.Irregular && shapeDescri == (int)ContourShape.Oval)
                        {
                            _Irregular_Oval_num++;
                        }
                        if (shapeCppGT == ContourShape.Irregular && shapeDescri == (int)ContourShape.Round)
                        {
                            _Irregular_Round_num++;
                        }
                    }

                    if ((int)marginGT == margin)
                    {
                        if (margin == (int)MarginEnum.Circumscribed)
                        {
                            _Circumscribed_Circumscribed_num++;
                        }
                        if (margin == (int)MarginEnum.NonCircumscribed)
                        {
                            _NonCircumscribed_NonCircumscribed_num++;
                        }
                    }
                    else
                    {
                        //把 边缘光整 判成其它
                        if (marginGT == MarginEnum.Circumscribed && margin == (int)MarginEnum.NonCircumscribed)
                        {
                            _Circumscribed_NonCircumscribed_num++;
                        }
                        if (marginGT == MarginEnum.NonCircumscribed && margin == (int)MarginEnum.Circumscribed)
                        {
                            _NonCircumscribed_Circumscribed_num++;
                        }
                    }

                    if ((int)boundaryGT == boundarySharpness)
                    {
                        if (boundarySharpness == (int)Boundary.AbruptInterface)
                        {
                            _AbruptInterface_AbruptInterface_num++;
                        }
                        if (boundarySharpness == (int)Boundary.EchogenicHalo)
                        {
                            _EchogenicHalo_EchogenicHalo_num++;
                        }
                    }
                    else
                    {
                        //把 边界清晰 判成其它
                        if (boundaryGT == Boundary.AbruptInterface && boundarySharpness == (int)Boundary.EchogenicHalo)
                        {
                            _AbruptInterface_EchogenicHalo_num++;
                        }
                        if (boundaryGT == Boundary.EchogenicHalo && boundarySharpness == (int)Boundary.AbruptInterface)
                        {
                            _EchogenicHalo_AbruptInterface_num++;
                        }
                    }

                    if ((int)orientationGT == orientation)
                    {
                        if (orientation == (int)Orientation.Parallel)
                        {
                            _Parallel_Parallel_num++;
                        }
                        if (orientation == (int)Orientation.NonParallel)
                        {
                            _NonParallel_NonParallel_num++;
                        }
                    }
                    else
                    {
                        //把 边界清晰 判成其它
                        if (orientationGT == Orientation.Parallel && orientation == (int)Orientation.NonParallel)
                        {
                            _Parallel_NonParallel_num++;
                        }
                        if (orientationGT == Orientation.NonParallel && orientation == (int)Orientation.Parallel)
                        {
                            _NonParallel_Parallel_num++;
                        }
                    }

                    //using (var g = Graphics.FromImage(oriimage))
                    //{
                    //    System.Drawing.Pen pen3 = new System.Drawing.Pen(System.Drawing.Brushes.Navy, 2);
                    //    Rectangle lesionBox = new Rectangle(roi.x, roi.y, roi.width, roi.height);
                    //    g.DrawRectangle(pen3, lesionBox);   //画病灶矩形框
                    //    if (lesionContour.Length > 5)
                    //    {
                    //        System.Drawing.Pen pen = new System.Drawing.Pen(System.Drawing.Brushes.Orange, 2);
                    //        g.DrawLines(pen, lesionContour);   //画病灶轮廓

                    //        System.Drawing.Pen pen2 = new System.Drawing.Pen(System.Drawing.Brushes.SeaGreen, 2);
                    //        if (lesionPts.Length > 0)
                    //        {
                    //            //g.DrawLines(pen2, lesionPts);   //画肝脏轮廓
                    //        }
                    //        pen.Dispose();
                    //    }
                    //    //画轮廓的长短轴
                    //    System.Drawing.Pen pen_h = new System.Drawing.Pen(System.Drawing.Brushes.PaleGreen, 2);
                    //    g.DrawLines(pen_h, axisH);   //横轴,浅绿色
                    //    System.Drawing.Pen pen_v = new System.Drawing.Pen(System.Drawing.Brushes.Red, 1);
                    //    g.DrawLines(pen_v, axisV);   //纵轴，红色
                    //    g.Dispose();
                    //}

                    using (var g = Graphics.FromImage(dstimage))
                    {
                        System.Drawing.Pen pen3 = new System.Drawing.Pen(System.Drawing.Brushes.Navy, 2);
                        System.Drawing.Rectangle lesionBox = new System.Drawing.Rectangle(roi.x, roi.y, roi.width, roi.height);
                        g.DrawRectangle(pen3, lesionBox);   //画病灶矩形框
                        if (lesionContour.Length > 5)
                        {
                            System.Drawing.Pen pen = new System.Drawing.Pen(System.Drawing.Brushes.Orange, 2);
                            g.DrawLines(pen, lesionContour);   //画病灶轮廓

                            System.Drawing.Pen pen2 = new System.Drawing.Pen(System.Drawing.Brushes.SeaGreen, 2);
                            if (lesionPts.Length > 0)
                            {
                                //g.DrawLines(pen2, lesionPts);   //画肝脏轮廓
                            }
                            pen.Dispose();
                        }
                        //画轮廓的长短轴
                        System.Drawing.Pen pen_h = new System.Drawing.Pen(System.Drawing.Brushes.PaleGreen, 2);
                        g.DrawLines(pen_h, axisH);   //横轴,浅绿色
                        System.Drawing.Pen pen_v = new System.Drawing.Pen(System.Drawing.Brushes.Red, 1);
                        g.DrawLines(pen_v, axisV);   //纵轴，红色
                        g.Dispose();
                    }

                }
                _dstimg = ImageUtility.BitmapToBitmapImage(dstimage);
                Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
                {
                    DstImage.Source = _dstimg;
                }));
                //oriimage.Dispose();
                dstimage.Dispose();
            }
            else
            {
                MessageBox.Show("未读取到病灶！");
            }
        }

        private void OnModelsProcessClick(object sender, RoutedEventArgs e)
        {
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "图片文件|*.png;*.bmp;*.jpg;*.jpeg";
            openFileDialog.Multiselect = false;
            openFileDialog.Title = "选择一幅图像";
            if (openFileDialog.ShowDialog() ?? false)
            {
                Bitmap img = new Bitmap(openFileDialog.FileName);
                _imagesReadyToDrawBox.Enqueue(img);
                _currentimg = img;

                var filename = openFileDialog.FileName;
                int idx = openFileDialog.FileName.LastIndexOf("\\");
                string temp = filename.Substring(idx);
                string[] strs1 = temp.Split('\\');
                temp = strs1[1];
                string[] sArray = null;
                sArray = System.Text.RegularExpressions.Regex.Split(temp, ".jpg", System.Text.RegularExpressions.RegexOptions.IgnoreCase);
                string ImgId = sArray[0];
                //WriteTxtToFile("E:\\image\\", "name.txt", ImgId, false);
                _currentImgId = ImgId;
                int imgIdx = _allImages.FindIndex(x => x.ImageId == _currentImgId);
                _currentImgIdex = imgIdx;
                if (imgIdx < 0)
                {
                    //return;
                    //continue;
                }
                else
                {
                    _currentImgIdex = imgIdx;
                }
                DescriAlgorithmModelAll(img, openFileDialog.FileName);
            }
            string tmp = System.IO.Path.GetFileNameWithoutExtension(openFileDialog.FileName);
            _imgNameQueue.Enqueue(tmp);

        }

        private void OnLoadOneImageDBClick(object sender, RoutedEventArgs e)
        {

        }

        //单张处理图像对应的函数
        private unsafe void DescriAlgorithmModelAll(Bitmap bmp, string name)
        {
            if (bmp == null)
            {
                //MessageBox.Show("请先加载待测图像！");
                return;
            }
            var rawImage = RawImageShowUtils.BitmapToRawImage(bmp);
            _caseId = Guid.NewGuid().ToString();
            _dataId = name;
            _readingVideo = false;
            var extendData = new Dictionary<string, object>();
            extendData.Add("CaseId", _caseId);
            extendData.Add("DataId", _dataId);
            extendData.Add("IsVideo", _readingVideo);
            extendData.Add("TimeStamp", (double)_frameIndex);
            _processId = _module.StartProcess();
            
            var input = new ImageInputData(rawImage, extendData);
            IDetectedObject[] result = _module.PushOnePieceOfData(_processId, input);

            _module.EndProcess(_processId);

            Bitmap dstimage = (Bitmap)_currentimg.Clone();
            Bitmap oriimage = (Bitmap)_currentimg.Clone();
            int lesionNum = 0;
            string strDescriptionEcho = string.Empty;
            string strDescriptionShape = string.Empty;
            string strDescriptionMargin = string.Empty;
            string strDescriptionEchogenicFoci = string.Empty;
            System.Drawing.PointF[] axisH = new PointF[2];
            System.Drawing.PointF[] axisV = new PointF[2];

  
            foreach (var moduleResult in result)
            {
                var label = moduleResult.Label;
                var nameOrgan = label.GroupName;
                if(nameOrgan != "AI.Vaid.Breast.Lesion")
                {
                    continue;
                }
                if (moduleResult.Contour == null || moduleResult.Measurements == null || moduleResult.Description == null)
                {
                    continue;
                }
                var resultConversion = AIModuleResultShowUtils.GetObjectStr(moduleResult);
                if (moduleResult.Contour?.Contours.Length > 0)
                {
                    //ShowContour(moduleResult.Contour, brush, null, transform);
                    int count = moduleResult.Contour.Contours.Length;
                    for (int i = 0; i < count; i++)
                    {                        
                        var contourPoints = moduleResult.Contour.Contours[i];
                        int pointCount = contourPoints.Points.Length;
                        var points = new List<System.Windows.Point>();
                        System.Drawing.PointF[] lesionContour = new PointF[pointCount];
                        for (int j = 0; j < pointCount; j++)
                        {
                            var point = new System.Windows.Point(contourPoints.Points[j].X, contourPoints.Points[j].Y);
                            lesionContour[j].X = contourPoints.Points[j].X;
                            lesionContour[j].Y = contourPoints.Points[j].Y;
                        }

                        var desResult = moduleResult.Description;
                        var type = desResult.GetType();
                        string strDescription = string.Empty;
                        //if (type == typeof(BreastLesionDescription))
                        {
                            foreach (var key in desResult.Descriptions.Keys)
                            {
                                if (key == "Shape")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "Oval":
                                            des = "椭圆形";
                                            break;
                                        case "Round":
                                            des = "类圆形";
                                            break;
                                        case "Irregular":
                                            des = "不规则形";
                                            break;
                                    }
                                    strDescription += "形状：" + des + Environment.NewLine;
                                }
                                if (key == "Orientation")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "Parallel":
                                            des = "平行";
                                            break;
                                        case "NonParallel":
                                            des = "非平行";
                                            break;
                                    }
                                    strDescription += "生长方向：" + des + Environment.NewLine;
                                }
                                if (key == "EchoPattern")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "Anechoic":
                                            des = "无回声";
                                            break;
                                        case "Hypoechoic":
                                            des = "低回声";
                                            break;
                                        case "Isoechoic":
                                            des = "等回声";
                                            break;
                                        case "Hyperechoic":
                                            des = "高回声";
                                            break;
                                        case "Complex":
                                            des = "混合回声";
                                            break;
                                    }
                                    strDescription += "回声类型：" + des + Environment.NewLine;
                                }
                                if (key == "Boundary")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "AbruptInterface":
                                            des = "清晰";
                                            break;
                                        case "EchogenicHalo":
                                            des = "模糊";
                                            break;
                                    }
                                    strDescription += "边界：" + des + Environment.NewLine;
                                }
                                if (key == "Margin")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "Circumscribed":
                                            des = "光整";
                                            break;
                                        case "NonCircumscribed":
                                            des = "不光整";
                                            break;
                                    }
                                    strDescription += "边缘：" + des + Environment.NewLine;
                                }
                                if (key == "Calcification")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "NoCalcifications":
                                            des = "无钙化";
                                            break;
                                        case "Macrocalcifications":
                                            des = "粗钙化";
                                            break;
                                        case "Microcalcifications":
                                            des = "微钙化";
                                            break;
                                    }
                                    strDescription += "钙化：" + des + Environment.NewLine;
                                }
                                if(key == "PosteriorAcousticFeature")
                                {
                                    string des = string.Empty;
                                    switch (desResult.Descriptions[key])
                                    {
                                        case "Shadowing":
                                            des = "衰减";
                                            _Shadowing++;
                                            break;
                                        case "Enhancement":
                                            des = "增强";
                                            _Enhancement++;
                                            break;
                                        case "Absent":
                                            des = "无改变";
                                            _Absent++;
                                            break;
                                        case "Combined":
                                            des = "混合";
                                            _Combined++;
                                            break;
                                    }
                                    strDescription += "后部声学特征：" + des + Environment.NewLine;
                                }
                            }
                        }

                        var rect = moduleResult.BoundingBox.Contour.BoundingBox();
                        var roiBox = moduleResult.BoundingBox;
                        var ss = roiBox.Contour.Points;

                        var lesionSize = Array.Find(moduleResult.Measurements, x => x.GetType() == typeof(TransverseLongitudinalDiameterMeasurement));
                        var size = (TransverseLongitudinalDiameterMeasurement)lesionSize;
                        var pointLineH1 = new System.Windows.Point(size.TransverseDiameterMarkPosition.LineStart.X, size.TransverseDiameterMarkPosition.LineStart.Y);
                        var pointLineH2 = new System.Windows.Point(size.TransverseDiameterMarkPosition.LineEnd.X, size.TransverseDiameterMarkPosition.LineEnd.Y);
                        var pointLineV1 = new System.Windows.Point(size.LongitudinalDiameterMarkPosition.LineStart.X, size.LongitudinalDiameterMarkPosition.LineStart.Y);
                        var pointLineV2 = new System.Windows.Point(size.LongitudinalDiameterMarkPosition.LineEnd.X, size.LongitudinalDiameterMarkPosition.LineEnd.Y);
                        axisH[0].X = (int)pointLineH1.X;
                        axisH[0].Y = (int)pointLineH1.Y;
                        axisH[1].X = (int)pointLineH2.X;
                        axisH[1].Y = (int)pointLineH2.Y;
                        axisV[0].X = (int)pointLineV1.X;
                        axisV[0].Y = (int)pointLineV1.Y;
                        axisV[1].X = (int)pointLineV2.X;
                        axisV[1].Y = (int)pointLineV2.Y;

                        using (var g = Graphics.FromImage(dstimage))
                        {
                            System.Drawing.Pen pen3 = new System.Drawing.Pen(System.Drawing.Brushes.Navy, 2);
                            System.Drawing.Rectangle lesionBox = new System.Drawing.Rectangle(rect.Left, rect.Top, rect.Right - rect.Left, rect.Bottom - rect.Top);
                            g.DrawRectangle(pen3, lesionBox);   //画病灶矩形框
                            if (lesionContour.Length > 1)//画直线要超过一个点
                            {
                                System.Drawing.Pen pen = new System.Drawing.Pen(System.Drawing.Brushes.Orange, 2);
                                g.DrawLines(pen, lesionContour);   //画病灶轮廓
                                pen.Dispose();
                            }
                            //画轮廓的长短轴
                            System.Drawing.Pen pen_h = new System.Drawing.Pen(System.Drawing.Brushes.PaleGreen, 2);
                            g.DrawLines(pen_h, axisH);   //横轴,浅绿色
                            System.Drawing.Pen pen_v = new System.Drawing.Pen(System.Drawing.Brushes.Red, 1);
                            g.DrawLines(pen_v, axisV);   //纵轴，红色

                            SolidBrush drawBrush = new SolidBrush(System.Drawing.Color.GreenYellow);
                            g.DrawString(lesionNum.ToString(), new Font("Arial", 20),
                                drawBrush, lesionBox.Left, lesionBox.Top);

                            g.DrawString(strDescription, new Font("Arial", 20),
                                    drawBrush, rect.Top + 10, rect.Top + 10);
                            g.Dispose();
                        }

                    }
                }
            }           

            EchoPatternDescri.Text = strDescriptionEcho;
            //ShapeDescri.Text = strDescriptionShape;
            //MarginDescri.Text = strDescriptionMargin;
            //EchogenicFociDescri.Text = strDescriptionEchogenicFoci;

            _dstimg = ImageUtility.BitmapToBitmapImage(dstimage);
            Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
            {
                DstImage.Source = _dstimg;
            }));
            dstimage.Dispose();

            _origimg = ImageUtility.BitmapToBitmapImage(oriimage);
            Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
            {
                //OrigImage.Source = _origimg;
                ImageUpdated();
            }));
            oriimage.Dispose();
            //return result;
        }

        private void OnModelsProcessAllClick(object sender, RoutedEventArgs e)
        {
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "图片文件|*.png;*.bmp;*.jpg;*.jpeg";
            openFileDialog.Multiselect = true;
            openFileDialog.Title = "选择一幅或多幅图像";
            if (openFileDialog.ShowDialog() ?? false)
            {
                foreach (string filename in openFileDialog.FileNames)
                {
                    Bitmap img = new Bitmap(filename);
                    _currentimg = img;
                    string temp;
                    int idx = filename.LastIndexOf("\\");
                    temp = filename.Substring(idx);
                    string[] strs1 = temp.Split('\\');
                    temp = strs1[1];
                    //string[] strs2 = temp.Split(new char[4] { '.', 'j', 'p', 'g' }, 2);
                    //string ImgId = strs2[0];
                    string[] sArray = null;
                    sArray = System.Text.RegularExpressions.Regex.Split(temp, ".jpg", System.Text.RegularExpressions.RegexOptions.IgnoreCase);
                    string ImgId = sArray[0];
                    //WriteTxtToFile("E:\\image\\", "name.txt", ImgId, false);
                    _currentImgId = ImgId;
                    int imgIdx = _allImages.FindIndex(x => x.ImageId == _currentImgId);
                    //if (imgIdx < 0)
                    //{
                    //    //return;
                    //    //continue;
                    //}
                    //else
                    {
                        _currentImgIdex = imgIdx;
                        //DoDescriAlgorithm(ImgId);
                        DescriAlgorithmModelAll(img, openFileDialog.FileName);
                    }
                }
            }

            Console.WriteLine("衰减: " + _Shadowing);
            Console.WriteLine("增强: " + _Enhancement);
            Console.WriteLine("无改变: " + _Absent);
            Console.WriteLine("混合: " + _Combined);
            Console.WriteLine();
        }

        private void OnDrawImageDBClick(object sender, RoutedEventArgs e)
        {
            OpenFileDialog openFileDialog = new OpenFileDialog();
            openFileDialog.Filter = "图片文件|*.png;*.bmp;*.jpg;*.jpeg";
            openFileDialog.Multiselect = true;
            openFileDialog.Title = "选择一幅或多幅图像";
            if (openFileDialog.ShowDialog() ?? false)
            {
                foreach (string filename in openFileDialog.FileNames)
                {
                    Bitmap img = new Bitmap(filename);
                    _currentimg = img;
                    string temp;
                    int idx = filename.LastIndexOf("\\");
                    temp = filename.Substring(idx);
                    string[] strs1 = temp.Split('\\');
                    temp = strs1[1];
                    //string[] strs2 = temp.Split(new char[4] { '.', 'j', 'p', 'g' }, 2);
                    //string ImgId = strs2[0];
                    string[] sArray = null;
                    sArray = System.Text.RegularExpressions.Regex.Split(temp, ".jpg", System.Text.RegularExpressions.RegexOptions.IgnoreCase);
                    string ImgId = sArray[0];
                    //WriteTxtToFile("E:\\image\\", "name.txt", ImgId, false);
                    _currentImgId = ImgId;
                    int imgIdx = _allImages.FindIndex(x => x.ImageId == _currentImgId);
                    if (imgIdx < 0)
                    {
                        //return;
                        continue;
                    }
                    else
                    {
                        _currentImgIdex = imgIdx;
                        //DoDescriAlgorithm(ImgId);

                        if (_currentimg == null)
                        {
                            MessageBox.Show("请先加载待测图像！");
                            return;
                        }
                        Bitmap bmp = _currentimg;
                        //RawImage rawImg = BitmapToRawImage(bmp);
                        roiCoor roi;
                        roi.x = 0;
                        roi.y = 0;
                        roi.width = _currentimg.Width;
                        roi.height = _currentimg.Height;

                        int LesionsNum = _allImages[_currentImgIdex].Lesions.Count;
                        //确定存在病灶
                        if (LesionsNum > 0)
                        {
                            Bitmap dstimage = (Bitmap)_currentimg.Clone();
                            //Bitmap oriimage = (Bitmap)_currentimg.Clone();
                            int lesionsNum = _allImages[_currentImgIdex].Lesions.Count;
                            for (int ii = 0; ii < lesionsNum; ii++)
                            {
                                //获取病灶轮廓
                                int num2 = _allImages[_currentImgIdex].Lesions[ii].Contour.Count;
                                MyPoint[] lesionPts = new MyPoint[num2];
                                System.Drawing.PointF[] lesionContour = new PointF[num2];
                                for (int i = 0; i < num2; i++)
                                {
                                    lesionPts[i].x = _allImages[_currentImgIdex].Lesions[ii].Contour[i].x;
                                    lesionPts[i].y = _allImages[_currentImgIdex].Lesions[ii].Contour[i].y;
                                    lesionContour[i].X = _allImages[_currentImgIdex].Lesions[ii].Contour[i].x;
                                    lesionContour[i].Y = _allImages[_currentImgIdex].Lesions[ii].Contour[i].y;
                                }


                                EchoPattern echoGT = (EchoPattern)(_allImages[_currentImgIdex].Lesions[ii].EchoPattern) + 1;
                                Boundary boundaryGT = (Boundary)(_allImages[_currentImgIdex].Lesions[ii].Boundary) + 1;
                                MarginEnum marginGT = (MarginEnum)(_allImages[_currentImgIdex].Lesions[ii].Margin) + 1;
                                ContourShape shapeCppGT = (ContourShape)(_allImages[_currentImgIdex].Lesions[ii].Shape) + 1;
                                Orientation orientationGT = (Orientation)(_allImages[_currentImgIdex].Lesions[ii].Orientation) + 1;

                                int resMar = -1;
                                int resShape = -1;
                                string strDescription = string.Empty;
                                //Dispatcher.BeginInvoke(DispatcherPriority.Normal, new Action(() =>
                                {                                  
                                    string strName = string.Empty;
                                    if (shapeCppGT == ContourShape.Oval)
                                    {
                                        ContourShapeDescriPr.Text = "椭圆形";
                                        strName = "椭圆形";
                                        resShape = 1;
                                    }
                                    else if (shapeCppGT == ContourShape.Round)
                                    {
                                        strName = "类圆形";
                                        ContourShapeDescriPr.Text = strName;
                                        resShape = 2;
                                    }
                                    else if (shapeCppGT == ContourShape.Irregular)
                                    {
                                        strName = "不规则形";
                                        ContourShapeDescriPr.Text = strName;
                                        resShape = 3;
                                    }
                                    else if (shapeCppGT == ContourShape.NoneShape)
                                    {
                                        strName = "未标注";
                                        ContourShapeDescriPr.Text = "未标注";
                                    }

                                    strDescription += " 形状：" + strName + "\r\n";
                                    strName = string.Empty;

                                    if (orientationGT == Orientation.NonParallel)
                                    {
                                        strName = "非平行";
                                        GrowDirectionDescriPr.Text = "非平行";
                                    }
                                    else if (orientationGT == Orientation.Parallel)
                                    {
                                        strName = "平行";
                                        GrowDirectionDescriPr.Text = "平行";
                                    }
                                    else if (orientationGT == Orientation.NoneOrientation)
                                    {
                                        strName = "未标注";
                                        GrowDirectionDescriPr.Text = "未标注";
                                    }
                                    strDescription += " 方向：" + strName + "\r\n";
                                    strName = string.Empty;

                                    if (echoGT == EchoPattern.Anechoic)  // 1无回声
                                    {
                                        strName = "无回声";
                                        EchoPatternDescriPr.Text = "无回声";
                                    }
                                    else if (echoGT == EchoPattern.Hypoechoic)  // 2低回声
                                    {
                                        strName = "低回声";
                                        EchoPatternDescriPr.Text = "低回声";
                                    }
                                    else if (echoGT == EchoPattern.Complex)  // 5混合回声
                                    {
                                        strName = "混合回声";
                                        EchoPatternDescriPr.Text = "混合回声";
                                    }
                                    else if (echoGT == EchoPattern.NoneEcho)
                                    {
                                        strName = "未标注";
                                        EchoPatternDescriPr.Text = "未标注";
                                    }
                                    strDescription += " 回声：" + strName + "\r\n";
                                    strName = string.Empty;

                                    // 边界清晰度
                                    if (boundaryGT == Boundary.AbruptInterface)
                                    {
                                        strName = "清晰";
                                        BoundaryBoundaryDescriPr.Text = "清晰";
                                    }
                                    else if (boundaryGT == Boundary.EchogenicHalo)
                                    {
                                        strName = "不清晰";
                                        BoundaryBoundaryDescriPr.Text = "不清晰";
                                    }
                                    else if (boundaryGT == Boundary.NoneBoundary)
                                    {
                                        strName = "未标注";
                                        BoundaryBoundaryDescriPr.Text = "未标注";
                                    }
                                    strDescription += " 边界：" + strName + "\r\n";
                                    strName = string.Empty;

                                    
                                    // 边缘光整度
                                    if (marginGT == SegmentDescribDemo.MarginEnum.Circumscribed)
                                    {
                                        strName = "光整";
                                        EdgeMarginDescriPr.Text = "光整";
                                        resMar = 1;
                                    }
                                    else if (marginGT == SegmentDescribDemo.MarginEnum.NonCircumscribed)
                                    {
                                        strName = "不光整";
                                        EdgeMarginDescriPr.Text = "不光整";
                                        resMar = 2;
                                    }
                                    else if (marginGT == SegmentDescribDemo.MarginEnum.NoneMargin)
                                    {
                                        strName = "未标注";
                                        EdgeMarginDescriPr.Text = "未标注";
                                    }
                                    strDescription += " 边缘：" + strName + "\r\n";
                                    strName = string.Empty;
                                    ///////////////////////////////////////////////////////////
                                  
                                }
                                ////));

                                using (var g = Graphics.FromImage(dstimage))
                                {
                                    System.Drawing.Pen pen3 = new System.Drawing.Pen(System.Drawing.Brushes.Navy, 2);
                                    System.Drawing.Rectangle lesionBox = new System.Drawing.Rectangle(roi.x, roi.y, roi.width, roi.height);
                                    g.DrawRectangle(pen3, lesionBox);   //画病灶矩形框
                                    if (lesionContour.Length > 5)
                                    {
                                        System.Drawing.Pen pen = new System.Drawing.Pen(System.Drawing.Brushes.Orange, 2);
                                        g.DrawLines(pen, lesionContour);   //画病灶轮廓

                                        System.Drawing.Pen pen2 = new System.Drawing.Pen(System.Drawing.Brushes.SeaGreen, 2);
                                        if (lesionPts.Length > 0)
                                        {
                                            //g.DrawLines(pen2, lesionPts);   //画肝脏轮廓
                                        }
                                        pen.Dispose();
                                    }
                                    //画轮廓的长短轴
                                    //System.Drawing.Pen pen_h = new System.Drawing.Pen(System.Drawing.Brushes.PaleGreen, 2);
                                    //g.DrawLines(pen_h, axisH);   //横轴,浅绿色
                                    //System.Drawing.Pen pen_v = new System.Drawing.Pen(System.Drawing.Brushes.Red, 1);
                                    //g.DrawLines(pen_v, axisV);   //纵轴，红色
                                    SolidBrush drawBrush = new SolidBrush(System.Drawing.Color.GreenYellow);
                                    g.DrawString(strDescription, new Font("Arial", 20),drawBrush, roi.x + 10, roi.y + 10);
                                    g.Dispose();
                                }

                                string newPath = System.IO.Path.Combine(_currentPath, "result");
                                if (resMar == 1)
                                {
                                    string nameSave = newPath + "\\01\\" + _currentImgId + ".jpg";
                                    //if (shapeCppGT == ShapeEnum.WiderThanTall)
                                    {
                                        dstimage.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                    }
                                }
                                else if (resMar == 2)
                                {
                                    string nameSave = newPath + "\\02\\" + _currentImgId + ".jpg";
                                    //if (shapeCppGT == ShapeEnum.WiderThanTall)
                                    {
                                        dstimage.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                    }
                                    //_currentImg.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                }
                                //if (resShape == 1)
                                //{
                                //    string nameSave = newPath + "\\01\\" + _currentImgId + ".jpg";
                                //    //if (shapeCppGT == ShapeEnum.WiderThanTall)
                                //    {
                                //        dstimage.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                //    }
                                //}
                                //else if (resShape == 2)
                                //{
                                //    string nameSave = newPath + "\\02\\" + _currentImgId + ".jpg";
                                //    //if (shapeCppGT == ShapeEnum.WiderThanTall)
                                //    {
                                //        dstimage.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                //    }
                                //    //_currentImg.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                //}
                                //else if (resShape == 3)
                                //{
                                //    string nameSave = newPath + "\\03\\" + _currentImgId + ".jpg";
                                //    dstimage.Save(nameSave, System.Drawing.Imaging.ImageFormat.Jpeg);
                                //}


                            }
                        }

                    }
                }
            }
        }
    }
}