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- using OTSDataType;
- using OTSModelSharp.ImageProcess;
- using System;
- using System.Collections.Generic;
- using System.Drawing;
- using System.Linq;
- using System.Text;
- using System.Threading.Tasks;
- using static OTSDataType.otsdataconst;
- namespace OTSModelSharp.ServiceCenter
- {
- using OpenCvSharp;
- using OTSCLRINTERFACE;
- using OTSIMGPROC;
- using System.Drawing.Imaging;
- using System.Runtime.InteropServices;
- using System.Windows;
- public class CImageHandler
- {
- private ImageProForClr imgProEngine;
- public CImageHandler()
- {
- COTSImgProcPrmClr imageprocessParam = new COTSImgProcPrmClr();
- imgProEngine = new ImageProForClr(imageprocessParam);
- }
- #region 通过byte数组生成BMP图像文件
- /// <summary>
- /// 将一个byte的数组转换为8bit灰度位图
- /// </summary>
- /// <param name="data">数组</param>
- /// <param name="width">图像宽度</param>
- /// <param name="height">图像高度</param>
- /// <returns>位图</returns>
- public static Bitmap ToGrayBitmap(byte[] data, int width, int height)
- {
- if (width == 0 || height == 0)
- return null;
- //// 申请目标位图的变量,并将其内存区域锁定
- Bitmap bmp = new Bitmap(width, height, PixelFormat.Format8bppIndexed);
- //// BitmapData这部分内容 需要 using System.Drawing.Imaging;
- BitmapData bmpData = bmp.LockBits(new Rectangle(0, 0, width, height),
- ImageLockMode.WriteOnly, PixelFormat.Format8bppIndexed);
- //// 获取图像参数
- // 扫描线的宽度
- int stride = bmpData.Stride;
- // 显示宽度与扫描线宽度的间隙
- int offset = stride - width;
- // 获取bmpData的内存起始位置
- IntPtr iptr = bmpData.Scan0;
- // 用stride宽度,表示这是内存区域的大小
- int scanBytes = stride * height;
- //// 下面把原始的显示大小字节数组转换为内存中实际存放的字节数组
- int posScan = 0;
- int posReal = 0;// 分别设置两个位置指针,指向源数组和目标数组
- byte[] pixelValues = new byte[scanBytes]; //为目标数组分配内存
- //for (int x = height-1;x>=0 ; x--) data[startIndex+ y];//
- for (int x = 0; x < height; x++)
- {
- int startIndex = x * width;
- //// 下面的循环节是模拟行扫描
- for (int y = 0; y < width; y++)
- {
- pixelValues[posScan++] = data[posReal++];
- }
- posScan += offset; //行扫描结束,要将目标位置指针移过那段“间隙”
- }
- //// 用Marshal的Copy方法,将刚才得到的内存字节数组复制到BitmapData中
- System.Runtime.InteropServices.Marshal.Copy(pixelValues, 0, iptr, scanBytes);
- bmp.UnlockBits(bmpData); // 解锁内存区域
- //// 下面的代码是为了修改生成位图的索引表,从伪彩修改为灰度
- ColorPalette tempPalette;
- using (Bitmap tempBmp = new Bitmap(1, 1, PixelFormat.Format8bppIndexed))
- {
- tempPalette = tempBmp.Palette;
- }
- for (int i = 0; i < 256; i++)
- {
- tempPalette.Entries[i] = Color.FromArgb(i, i, i);
- }
- bmp.Palette = tempPalette;
- return bmp;
- }
- #endregion
- public static byte[] BitmapToGrayByte(Bitmap bitmap)
- {
- // 申请目标位图的变量,并将其内存区域锁定
- BitmapData bitmapDat = bitmap.LockBits(new Rectangle(0, 0, bitmap.Width, bitmap.Height), ImageLockMode.ReadWrite, bitmap.PixelFormat);
- // 获取bmpData的内存起始位置
- IntPtr intPtr = bitmapDat.Scan0;
- byte[] image = new byte[bitmap.Width * bitmap.Height];//原始数据
- Marshal.Copy(intPtr, image, 0, bitmap.Width * bitmap.Height); // 将数据复制到byte数组中,
- //解锁内存区域
- bitmap.UnlockBits(bitmapDat);
- return image;
- }
- //获取测量的BSE图
-
- public bool GetBSEImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iWidth, int iHeight, ref byte[] BSEImageNoBG)
- {
- Rectangle rect = new Rectangle();
- rect.Height = iHeight;
- rect.Width = iWidth;
- CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
- CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
-
-
-
- pBSEImageIn.SetImageData(BSEImage,iWidth, iHeight );
-
- if (null == ImgProcPrm)
- {
- return false;
- }
- RemoveBackGround(pBSEImageIn, ImgProcPrm, pixelSize ,ref pBSEImageOut);
- BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
- return true;
- }
-
- /// <summary>
- /// 获取测量的BSE图
- /// </summary>
- /// <param name="BSEImage">BSE原数据</param>
- /// <param name="iHeight">图像高度</param>
- /// <param name="iWidth">图像宽度</param>
- /// <param name="grayStart"></param>
- /// <param name="grayEnd"></param>
- /// <param name="BSEImageNoBG">去背景图数据</param>
- /// <returns></returns>
- public bool GetSpecificGreyRangeBSEImage(byte[] BSEImage, int iWidth, int iHeight, int grayStart, int grayEnd, ref byte[] BSEImageNoBG)
- {
- Rectangle rect = new Rectangle();
- rect.Height = iHeight;
- rect.Width = iWidth;
- CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
- CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
-
-
- pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight );
-
- CIntRangeClr cIntRangeClr = new CIntRangeClr();
- cIntRangeClr.SetStart(grayStart);
- cIntRangeClr.SetEnd(grayEnd);
- //ImageProForClr imgpro = new ImageProForClr();
- int num=0;
- imgProEngine.GetSpecialGrayRangeImage(pBSEImageIn, cIntRangeClr, pBSEImageOut,ref num);
- for (int i = 0; i < iWidth; i++)
- {
- for (int j = 0; j < iHeight; j++)
- {
- var bse = pBSEImageOut.GetBSEValue(i, j);
- if (bse == 255)
- {
- var originalBse = pBSEImageIn.GetBSEValue(i, j);
- pBSEImageOut.SetBSEValue(i, j, originalBse);
- }
- else
- {
- pBSEImageOut.SetBSEValue(i, j, 255);
- }
-
-
- }
-
- }
-
- BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
- return true;
- }
- public bool GetColoredImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iWidth, int iHeight, ref CBSEImgClr a_pImgOut, ref Bitmap BSEImageNoBG)
- {
- Rectangle rect = new Rectangle();
- rect.Height = iHeight;
- rect.Width = iWidth;
- CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
- pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight);
- if (null == ImgProcPrm)
- {
- return false;
- }
- RemoveBGAndGetColoredParts(pBSEImageIn, ImgProcPrm, pixelSize, ref a_pImgOut, ref BSEImageNoBG);//RemoveBGAndGetColoredParts
- return true;
- }
- // remove background
- private void RemoveBackGround(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut)
- {
-
- List<COTSParticleClr> parts = new List<COTSParticleClr>();
- List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
- var ecdrange = a_pImgProcessParam.GetIncAreaRange();
- var tempFld = new COTSField(new PointF(0,0),a_pixelSize);
- tempFld.SetBSEImage(a_pImgIn);
- if (!RemoveBGAndGetParts(tempFld, a_pImgProcessParam, ref parts))
- {
- return;
- }
- if (a_pImgProcessParam.GetSpecialGreyRangeParam().GetIsToRun())
- {
- var param = a_pImgProcessParam.GetSpecialGreyRangeParam();
- var ranges = param.GetSpecialGreyRanges();
-
-
- foreach (var r in ranges)
- {
- CIntRangeClr r1 = new CIntRangeClr();
- r1.SetStart(r.range.GetStart());
- r1.SetEnd(r.range.GetEnd());
- CDoubleRangeClr r2 = new CDoubleRangeClr();
- r2.SetStart(r.diameterRange.GetStart());
- r2.SetEnd(r.diameterRange.GetEnd());
- GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
- }
-
- }
- for (int i = 0; i < a_pImgOut.GetWidth(); i++)
- {
- for (int j = 0; j < a_pImgOut.GetHeight(); j++)
- {
- a_pImgOut.SetBSEValue(i, j, 255);
- }
- }
- if (specialGreyparts.Count > 0)
- {
- foreach (var p in specialGreyparts)
- {
- foreach (var s in p.GetFeature().GetSegmentsList())
- {
- for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
- {
- var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
- a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
- }
- }
- }
- }
- foreach (var p in parts)
- {
-
- foreach (var s in p.GetFeature().GetSegmentsList())
- {
-
- for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
- {
- var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
- a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
- }
- }
- }
-
-
-
- return;
- }
- private void RemoveBGAndGetColoredParts(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut, ref Bitmap a_pBmpOut)
- {
- List<COTSParticleClr> parts = new List<COTSParticleClr>();
- List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
- var ecdrange = a_pImgProcessParam.GetIncAreaRange();
- var tempFld = new COTSField(new PointF(0,0),a_pixelSize);
- tempFld.SetBSEImage(a_pImgIn);
- if (!RemoveBGAndGetParts(tempFld, a_pImgProcessParam, ref parts))
- {
- return;
- }
- if (a_pImgProcessParam.GetSpecialGreyRangeParam().GetIsToRun())
- {
- var param = a_pImgProcessParam.GetSpecialGreyRangeParam();
- var ranges = param.GetSpecialGreyRanges();
- foreach (var r in ranges)
- {
- CIntRangeClr r1 = new CIntRangeClr();
- r1.SetStart(r.range.GetStart());
- r1.SetEnd(r.range.GetEnd());
- CDoubleRangeClr r2 = new CDoubleRangeClr();
- r2.SetStart(r.diameterRange.GetStart());
- r2.SetEnd(r.diameterRange.GetEnd());
- GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
- }
- }
- for (int i = 0; i < a_pBmpOut.Width; i++)
- {
- for (int j = 0; j < a_pBmpOut.Height; j++)
- {
- a_pBmpOut.SetPixel(i, j, Color.White);
- }
-
- }
- Random c = new Random();
- if (specialGreyparts.Count > 0)
- {
- foreach (var p in specialGreyparts)
- {
- Color cValue = GetRandomColor30(c);
- foreach (var s in p.GetFeature().GetSegmentsList())
- {
- for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
- {
- var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
- a_pBmpOut.SetPixel(i, s.GetHeight(), cValue);
- }
- }
- }
- }
- foreach (var p in parts)
- {
- Color cValue = GetRandomColor30(c);
- foreach (var s in p.GetFeature().GetSegmentsList())
- {
- for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
- {
- a_pBmpOut.SetPixel(i, s.GetHeight(), cValue);
- }
- }
- }
- if (specialGreyparts.Count > 0)
- {
- foreach (var p in specialGreyparts)
- {
- foreach (var s in p.GetFeature().GetSegmentsList())
- {
- for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
- {
- var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
- a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
- }
- }
- }
- }
- foreach (var p in parts)
- {
- foreach (var s in p.GetFeature().GetSegmentsList())
- {
- for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
- {
- var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
- a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
- }
- }
- }
- Graphics graphics = Graphics.FromImage(a_pBmpOut);
- // 绘制一个红色矩形
- Pen pen = new Pen(Color.Red, 1);
- var overlap=a_pImgProcessParam.GetOverlapParam();
- int overlapPixels =(int) (overlap / a_pixelSize);
- graphics.DrawRectangle(pen, overlapPixels, overlapPixels, a_pBmpOut.Width-2*overlapPixels, a_pBmpOut.Height - 2 * overlapPixels);
- return;
- }
-
- public Color GetRandomColor30(Random r)
- {
-
- int n = r.Next(0, 31);
- Color ret_color;
- switch (n)
- {
- case 1:
- ret_color = Color.Aqua;
- break;
- case 2:
- ret_color = Color.Black;
- break;
- case 3:
- ret_color = Color.Blue;
- break;
- case 4:
- ret_color = Color.BlueViolet;
- break;
- case 5:
- ret_color = Color.Brown;
- break;
- case 6:
- ret_color = Color.BurlyWood;
- break;
- case 7:
- ret_color = Color.CadetBlue;
- break;
- case 8:
- ret_color = Color.CadetBlue;
- break;
- case 9:
- ret_color = Color.CornflowerBlue;
- break;
- case 10:
- ret_color = Color.DarkBlue;
- break;
- case 11:
- ret_color = Color.Gray;
- break;
- case 12:
- ret_color = Color.Indigo;
- break;
- case 13:
- ret_color = Color.LightSlateGray;
- break;
- case 14:
- ret_color = Color.Magenta;
- break;
- case 15:
- ret_color = Color.Maroon;
- break;
- case 16:
- ret_color = Color.MediumBlue;
- break;
- case 17:
- ret_color = Color.MediumOrchid;
- break;
- case 18:
- ret_color = Color.MidnightBlue;
- break;
- case 19:
- ret_color = Color.Navy;
- break;
- case 20:
- ret_color = Color.Olive;
- break;
- case 21:
- ret_color = Color.PaleVioletRed;
- break;
- case 22:
- ret_color = Color.Peru;
- break;
- case 23:
- ret_color = Color.Purple;
- break;
- case 24:
- ret_color = Color.Red;
- break;
- case 25:
- ret_color = Color.RosyBrown;
- break;
- case 26:
- ret_color = Color.RoyalBlue;
- break;
- case 27:
- ret_color = Color.SaddleBrown;
- break;
- case 28:
- ret_color = Color.SeaGreen;
- break;
- case 29:
- ret_color = Color.Teal;
- break;
- case 30:
- ret_color = Color.Tomato;
- break;
- case 31:
- ret_color = Color.YellowGreen;
- break;
- default:
- ret_color = Color.Black;
- break;
- }
- return ret_color;
- }
-
- public bool CalParticleImageProp( COTSParticleClr part, double a_pixelSize)
- {
-
- imgProEngine.CalcuParticleImagePropertes(part,a_pixelSize);
-
- return true;
- }
-
- public bool RemoveBGAndGetParts(COTSField currentField, COTSImageProcParam a_pImgProcessParam,ref List<COTSParticleClr> parts)
- {
- var a_pixelSize = currentField.GetPixelSize();
- COTSImgProcPrmClr prm = GetImageProcPrmClr(a_pImgProcessParam);
- COTSFieldDataClr flddataclr = new COTSFieldDataClr();
- PointF fldpos = currentField.GetOTSPosition();
- flddataclr.SetPosition((int)fldpos.X, (int)fldpos.Y);
- flddataclr.SetImageWidth(currentField.ImgWidth);
- flddataclr.SetImageHeight(currentField.ImgHeight);
- double left = fldpos.X - currentField.ImgWidth * a_pixelSize / 2;
- double top = fldpos.Y + currentField.ImgHeight * a_pixelSize / 2;
- double right = fldpos.X + currentField.ImgWidth * a_pixelSize / 2;
- double bottom = fldpos.Y - currentField.ImgHeight * a_pixelSize / 2;
- flddataclr.SetOTSRect(left, top, right, bottom);
- //flddataclr.SetLeftBorderParticlesBiasDefine(currentField.GetLeftBorderParticlesBiasDefine());
- //flddataclr.SetRightBorderParticlesBiasDefine(currentField.GetRightBorderParticlesBiasDefine());
- //flddataclr.SetUpBorderParticlesBiasDefine(currentField.GetUpBorderParticlesBiasDefine());
- //flddataclr.SetDownBorderParticlesBiasDefine(currentField.GetDownBorderParticlesBiasDefine());
- if (!imgProEngine.GetFieldDataFromImage(currentField.GetBSEImage(), prm, a_pixelSize, flddataclr))
- {
- return false;
- }
-
- parts = flddataclr.GetParticleList();
- return true;
- }
- public bool GetParticlesBySpecialGray(CBSEImgClr img, CIntRangeClr grayrange, CDoubleRangeClr diameterRange,double a_pixelSize, ref List<COTSParticleClr> parts)
- {
- //ImageProForClr imgpro = new ImageProForClr();
- COTSFieldDataClr flddataclr = new COTSFieldDataClr();
- imgProEngine.GetParticlesBySpecialPartGrayRange(img, grayrange,diameterRange,a_pixelSize, flddataclr);
- parts = flddataclr.GetParticleList();
- return true;
- }
- private COTSImgProcPrmClr GetImageProcPrmClr(COTSImageProcParam a_oSource)
- {
- COTSImgProcPrmClr prmclr = new COTSImgProcPrmClr();
- CDoubleRangeClr r1 = new CDoubleRangeClr(a_oSource.GetIncAreaRange().GetStart(), a_oSource.GetIncAreaRange().GetEnd());
- prmclr.SetIncArea(r1);
- CIntRangeClr r2 = new CIntRangeClr(a_oSource.GetBGGray().GetStart(), a_oSource.GetBGGray().GetEnd());
- prmclr.SetBGGray(r2);
- CIntRangeClr r3 = new CIntRangeClr(a_oSource.GetParticleGray().GetStart(), a_oSource.GetParticleGray().GetEnd());
- prmclr.SetParticleGray(r3);
- prmclr.SetBGRemoveType((int)a_oSource.GetBGRemoveType());
- prmclr.SetAutoBGRemoveType((int)a_oSource.GetAutoBGRemoveType());
- //prmclr.SetErrodDilateParam(a_oSource.GetErrodDilateParam());
- prmclr.SetOverlapParam(a_oSource.GetOverlapParam());
- return prmclr;
- }
- public bool MergeBigBoundaryParticles(List<COTSField> allFields, double pixelSize, int scanFieldSize, System.Drawing.Size ResolutionSize, ref List<COTSParticleClr> mergedParts)
- {
- List<COTSFieldDataClr> fldclrs = new List<COTSFieldDataClr>();
- foreach (var f in allFields)
- {
- COTSFieldDataClr fldclr = new COTSFieldDataClr();
- PointF p1 = f.GetOTSPosition();
- System.Drawing.Point p2 = new System.Drawing.Point((int)p1.X, (int)p1.Y);
- fldclr.SetPosition((int)p1.X,(int)p1.Y);
- fldclr.SetImageWidth(f.ImgWidth);
- fldclr.SetImageHeight(f.ImgHeight);
- var parts = f.GetListAnalysisParticles();
- foreach (var p in parts)
- {
- fldclr.AddParticle(p);
- }
- fldclrs.Add(fldclr);
- }
- //ImageProForClr imgpro = new ImageProForClr();
- imgProEngine.MergeBigBoundaryParticles(fldclrs, pixelSize, scanFieldSize, ResolutionSize, mergedParts);
- return true;
- }
-
- /// <summary>
- /// 根据Segment寻找边缘坐标点
- /// </summary>
- /// <param name="width"></param>
- /// <param name="height"></param>
- /// <param name="segmentClrs"></param>
- /// <returns></returns>
- public static List<System.Drawing.Point> FindContoursBySegment(int width, int height, List<COTSSegmentClr> segmentClrs)
- {
- List<System.Drawing.Point> points = new List<System.Drawing.Point>();
- using (Mat mat = new Mat(height, width, MatType.CV_8UC1, new Scalar(0)))
- {
- for (int i = 0; i < segmentClrs.Count; i++)
- {
- Cv2.Line(mat, new OpenCvSharp.Point(segmentClrs[i].GetStart(), segmentClrs[i].GetHeight()), new OpenCvSharp.Point(segmentClrs[i].GetStart() + segmentClrs[i].GetLength(), segmentClrs[i].GetHeight()), Scalar.White, 1, LineTypes.AntiAlias);
- }
- OpenCvSharp.Point[][] contours;
- HierarchyIndex[] hierarchy;
- Cv2.FindContours(mat, out contours, out hierarchy, RetrievalModes.External, ContourApproximationModes.ApproxSimple, null);
- for (int i = 0; i < contours.ToList().Count(); i++)
- {
- for (int j = 0; j < contours[i].Count(); j++)
- {
- System.Drawing.Point point = new System.Drawing.Point(contours[i][j].X, contours[i][j].Y);
- if (!points.Contains(point))
- {
- points.Add(point);
- }
- }
- }
- }
- return points;
- }
-
- }
- }
|