CImageHandler.cs 15 KB

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  1. using OTSDataType;
  2. using OTSModelSharp.ImageProcess;
  3. using System;
  4. using System.Collections.Generic;
  5. using System.Drawing;
  6. using System.Linq;
  7. using System.Text;
  8. using System.Threading.Tasks;
  9. using static OTSDataType.otsdataconst;
  10. namespace OTSModelSharp.ServiceInterface
  11. {
  12. using OpenCvSharp;
  13. using OTSCLRINTERFACE;
  14. using OTSIMGPROC;
  15. using System.Drawing.Imaging;
  16. using System.Runtime.InteropServices;
  17. using System.Windows;
  18. public class CImageHandler:IImageProcess
  19. {
  20. #region 通过byte数组生成BMP图像文件
  21. /// <summary>
  22. /// 将一个byte的数组转换为8bit灰度位图
  23. /// </summary>
  24. /// <param name="data">数组</param>
  25. /// <param name="width">图像宽度</param>
  26. /// <param name="height">图像高度</param>
  27. /// <returns>位图</returns>
  28. public static Bitmap ToGrayBitmap(byte[] data, int width, int height)
  29. {
  30. if (width == 0 || height == 0)
  31. return null;
  32. //// 申请目标位图的变量,并将其内存区域锁定
  33. Bitmap bmp = new Bitmap(width, height, PixelFormat.Format8bppIndexed);
  34. //// BitmapData这部分内容 需要 using System.Drawing.Imaging;
  35. BitmapData bmpData = bmp.LockBits(new Rectangle(0, 0, width, height),
  36. ImageLockMode.WriteOnly, PixelFormat.Format8bppIndexed);
  37. //// 获取图像参数
  38. // 扫描线的宽度
  39. int stride = bmpData.Stride;
  40. // 显示宽度与扫描线宽度的间隙
  41. int offset = stride - width;
  42. // 获取bmpData的内存起始位置
  43. IntPtr iptr = bmpData.Scan0;
  44. // 用stride宽度,表示这是内存区域的大小
  45. int scanBytes = stride * height;
  46. //// 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
  47. int posScan = 0;
  48. int posReal = 0;// 分别设置两个位置指针,指向源数组和目标数组
  49. byte[] pixelValues = new byte[scanBytes]; //为目标数组分配内存
  50. //for (int x = height-1;x>=0 ; x--) data[startIndex+ y];//
  51. for (int x = 0; x < height; x++)
  52. {
  53. int startIndex = x * width;
  54. //// 下面的循环节是模拟行扫描
  55. for (int y = 0; y < width; y++)
  56. {
  57. pixelValues[posScan++] = data[posReal++];
  58. }
  59. posScan += offset; //行扫描结束,要将目标位置指针移过那段“间隙”
  60. }
  61. //// 用Marshal的Copy方法,将刚才得到的内存字节数组复制到BitmapData中
  62. System.Runtime.InteropServices.Marshal.Copy(pixelValues, 0, iptr, scanBytes);
  63. bmp.UnlockBits(bmpData); // 解锁内存区域
  64. //// 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
  65. ColorPalette tempPalette;
  66. using (Bitmap tempBmp = new Bitmap(1, 1, PixelFormat.Format8bppIndexed))
  67. {
  68. tempPalette = tempBmp.Palette;
  69. }
  70. for (int i = 0; i < 256; i++)
  71. {
  72. tempPalette.Entries[i] = Color.FromArgb(i, i, i);
  73. }
  74. bmp.Palette = tempPalette;
  75. return bmp;
  76. }
  77. #endregion
  78. public static byte[] BitmapToGrayByte(Bitmap bitmap)
  79. {
  80. // 申请目标位图的变量,并将其内存区域锁定
  81. BitmapData bitmapDat = bitmap.LockBits(new Rectangle(0, 0, bitmap.Width, bitmap.Height), ImageLockMode.ReadWrite, bitmap.PixelFormat);
  82. // 获取bmpData的内存起始位置
  83. IntPtr intPtr = bitmapDat.Scan0;
  84. byte[] image = new byte[bitmap.Width * bitmap.Height];//原始数据
  85. Marshal.Copy(intPtr, image, 0, bitmap.Width * bitmap.Height); // 将数据复制到byte数组中,
  86. //解锁内存区域
  87. bitmap.UnlockBits(bitmapDat);
  88. return image;
  89. }
  90. //获取测量的BSE图
  91. //COTSSample WSample: 工作样品测量
  92. //Byte[] BSEImage: 带背景图数据
  93. //int iHeight: 图像高度
  94. //int iWidth: 图像宽度
  95. //Byte[]BSEImageNoBG : 去背景图数据
  96. public bool GetBSEImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iHeight, int iWidth, ref byte[] BSEImageNoBG)
  97. {
  98. Rectangle rect = new Rectangle();
  99. rect.Height = iHeight;
  100. rect.Width = iWidth;
  101. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  102. CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
  103. //pBSEImageIn.SetImageRect(rect);
  104. pBSEImageIn.SetImageData(BSEImage,iWidth, iHeight );
  105. //pBSEImageOut.SetImageRect(rect);
  106. if (null == ImgProcPrm)
  107. {
  108. return false;
  109. }
  110. RemoveBackGround(pBSEImageIn, ImgProcPrm, pixelSize ,ref pBSEImageOut);
  111. BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
  112. return true;
  113. }
  114. /// <summary>
  115. /// 获取测量的BSE图
  116. /// </summary>
  117. /// <param name="BSEImage">BSE原数据</param>
  118. /// <param name="iHeight">图像高度</param>
  119. /// <param name="iWidth">图像宽度</param>
  120. /// <param name="grayStart"></param>
  121. /// <param name="grayEnd"></param>
  122. /// <param name="BSEImageNoBG">去背景图数据</param>
  123. /// <returns></returns>
  124. public bool GetBSEImage(byte[] BSEImage, int iHeight, int iWidth, int grayStart, int grayEnd, ref byte[] BSEImageNoBG)
  125. {
  126. Rectangle rect = new Rectangle();
  127. rect.Height = iHeight;
  128. rect.Width = iWidth;
  129. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  130. CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
  131. //pBSEImageIn.SetImageRect(rect);
  132. pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight );
  133. CIntRangeClr cIntRangeClr = new CIntRangeClr();
  134. cIntRangeClr.SetStart(grayStart);
  135. cIntRangeClr.SetEnd(grayEnd);
  136. OTSCLRINTERFACE.ImageProForClr imgpro = new OTSCLRINTERFACE.ImageProForClr();
  137. int num=0;
  138. imgpro.GetSpecialGrayRangeImage(pBSEImageIn, cIntRangeClr, pBSEImageOut,ref num);
  139. for (int i = 0; i < iWidth; i++)
  140. {
  141. for (int j = 0; j < iHeight; j++)
  142. {
  143. var bse = pBSEImageOut.GetBSEValue(i, j);
  144. if (bse == 255)
  145. {
  146. var originalBse = pBSEImageIn.GetBSEValue(i, j);
  147. pBSEImageOut.SetBSEValue(i, j, originalBse);
  148. }
  149. else
  150. {
  151. pBSEImageOut.SetBSEValue(i, j, 255);
  152. }
  153. }
  154. }
  155. BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
  156. return true;
  157. }
  158. // remove background
  159. public void RemoveBackGround(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut)
  160. {
  161. List<COTSParticleClr> parts = new List<COTSParticleClr>();
  162. List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
  163. if (!RemoveBGAndGetParts(a_pImgIn, a_pImgProcessParam, a_pixelSize, ref parts))
  164. {
  165. return;
  166. }
  167. if (a_pImgProcessParam.SpecialGreyRangeParam.GetIsToRun())
  168. {
  169. var param = a_pImgProcessParam.SpecialGreyRangeParam;
  170. var ranges = param.GetSpecialGreyRanges();
  171. foreach (var r in ranges)
  172. {
  173. CIntRangeClr r1 = new CIntRangeClr();
  174. r1.SetStart(r.range.GetStart());
  175. r1.SetEnd(r.range.GetEnd());
  176. CDoubleRangeClr r2 = new CDoubleRangeClr();
  177. r2.SetStart(r.diameterRange.GetStart());
  178. r2.SetEnd(r.diameterRange.GetEnd());
  179. GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
  180. }
  181. }
  182. for (int i = 0; i < a_pImgOut.GetWidth(); i++)
  183. {
  184. for (int j = 0; j < a_pImgOut.GetHeight(); j++)
  185. {
  186. a_pImgOut.SetBSEValue(i, j, 255);
  187. }
  188. }
  189. if (specialGreyparts.Count > 0)
  190. {
  191. foreach (var p in specialGreyparts)
  192. {
  193. foreach (var s in p.GetFeature().GetSegmentsList())
  194. {
  195. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  196. {
  197. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  198. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  199. }
  200. }
  201. }
  202. }
  203. foreach (var p in parts)
  204. {
  205. foreach (var s in p.GetFeature().GetSegmentsList())
  206. {
  207. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  208. {
  209. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  210. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  211. }
  212. }
  213. }
  214. return;
  215. }
  216. public void BDilate3(string source, string target, int wDegree, int rows, int columns)
  217. {
  218. throw new NotImplementedException();
  219. }
  220. public void BErode3(string source, string target, int wDegree, int rows, int columns)
  221. {
  222. throw new NotImplementedException();
  223. }
  224. public bool CalParticleImageProp( COTSParticleClr part, double a_pixelSize)
  225. {
  226. OTSCLRINTERFACE.ImageProForClr imgpro = new OTSCLRINTERFACE.ImageProForClr();
  227. imgpro.CalcuParticleImagePropertes(part,a_pixelSize);
  228. return true;
  229. }
  230. public bool RemoveBGAndGetParts(CBSEImgClr img, COTSImageProcParam a_pImgProcessParam,double a_pixelSize,ref List<COTSParticleClr> parts)
  231. {
  232. OTSCLRINTERFACE.ImageProForClr imgpro = new OTSCLRINTERFACE.ImageProForClr();
  233. OTSCLRINTERFACE.COTSImgProcPrmClr prm = GetImageProcPrmClr(a_pImgProcessParam);
  234. OTSCLRINTERFACE.COTSFieldDataClr flddataclr = new OTSCLRINTERFACE.COTSFieldDataClr();
  235. if (!imgpro.GetFieldDataFromImage(img, prm, a_pixelSize, flddataclr))
  236. {
  237. return false;
  238. }
  239. parts = flddataclr.GetParticleList();
  240. return true;
  241. }
  242. public bool GetParticlesBySpecialGray(CBSEImgClr img, CIntRangeClr grayrange, CDoubleRangeClr diameterRange,double a_pixelSize, ref List<COTSParticleClr> parts)
  243. {
  244. OTSCLRINTERFACE.ImageProForClr imgpro = new OTSCLRINTERFACE.ImageProForClr();
  245. //OTSCLRINTERFACE.COTSImgProcPrmClr prm = GetImageProcPrmClr(a_pImgProcessParam);
  246. OTSCLRINTERFACE.COTSFieldDataClr flddataclr = new OTSCLRINTERFACE.COTSFieldDataClr();
  247. imgpro.GetParticlesBySpecialPartGrayRange(img, grayrange,diameterRange,a_pixelSize, flddataclr);
  248. parts = flddataclr.GetParticleList();
  249. return true;
  250. }
  251. private COTSImgProcPrmClr GetImageProcPrmClr(COTSImageProcParam a_oSource)
  252. {
  253. COTSImgProcPrmClr prmclr = new COTSImgProcPrmClr();
  254. OTSCLRINTERFACE.CDoubleRangeClr r1 = new OTSCLRINTERFACE.CDoubleRangeClr(a_oSource.GetIncAreaRange().GetStart(), a_oSource.GetIncAreaRange().GetEnd());
  255. prmclr.SetIncArea(r1);
  256. OTSCLRINTERFACE.CIntRangeClr r2= new OTSCLRINTERFACE.CIntRangeClr(a_oSource.GetBGGray().GetStart(), a_oSource.GetBGGray().GetEnd());
  257. prmclr.SetBGGray(r2);
  258. OTSCLRINTERFACE.CIntRangeClr r3= new OTSCLRINTERFACE.CIntRangeClr(a_oSource.GetParticleGray().GetStart(), a_oSource.GetParticleGray().GetEnd());
  259. prmclr.SetParticleGray(r3);
  260. prmclr.SetBGRemoveType((int)a_oSource.GetBGRemoveType());
  261. prmclr.SetAutoBGRemoveType((int)a_oSource.GetAutoBGRemoveType());
  262. prmclr.SetErrodDilateParam(a_oSource.GetErrodDilateParam());
  263. prmclr.SetOverlapParam(a_oSource.GetOverlapParam());
  264. return prmclr;
  265. }
  266. public bool MergeBigBoundaryParticles(List<COTSFieldData> allFields, double pixelSize, int scanFieldSize, System.Drawing.Size ResolutionSize, ref List<COTSParticleClr> mergedParts)
  267. {
  268. List<COTSFieldDataClr> fldclrs = new List<COTSFieldDataClr>();
  269. foreach (var f in allFields)
  270. {
  271. COTSFieldDataClr fldclr = new COTSFieldDataClr();
  272. fldclr.SetPosition(f.GetOTSPosition());
  273. fldclr.SetImageWidth(f.Width);
  274. fldclr.SetImageHeight(f.Height);
  275. var parts = f.GetListAnalysisParticles();
  276. foreach (var p in parts)
  277. {
  278. fldclr.AddParticle(p);
  279. }
  280. fldclrs.Add(fldclr);
  281. }
  282. OTSCLRINTERFACE.ImageProForClr imgpro = new OTSCLRINTERFACE.ImageProForClr();
  283. imgpro.MergeBigBoundaryParticles(fldclrs, pixelSize, scanFieldSize, ResolutionSize, mergedParts);
  284. return true;
  285. }
  286. /// <summary>
  287. /// 根据Segment寻找边缘坐标点
  288. /// </summary>
  289. /// <param name="width"></param>
  290. /// <param name="height"></param>
  291. /// <param name="segmentClrs"></param>
  292. /// <returns></returns>
  293. public static List<System.Drawing.Point> FindContoursBySegment(int width, int height, List<COTSSegmentClr> segmentClrs)
  294. {
  295. List<System.Drawing.Point> points = new List<System.Drawing.Point>();
  296. using (Mat mat = new Mat(height, width, MatType.CV_8UC1, new Scalar(0)))
  297. {
  298. for (int i = 0; i < segmentClrs.Count; i++)
  299. {
  300. 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);
  301. }
  302. Point[][] contours;
  303. HierarchyIndex[] hierarchy;
  304. Cv2.FindContours(mat, out contours, out hierarchy, RetrievalModes.External, ContourApproximationModes.ApproxSimple, null);
  305. for (int i = 0; i < contours.ToList().Count(); i++)
  306. {
  307. for (int j = 0; j < contours[i].Count(); j++)
  308. {
  309. System.Drawing.Point point = new System.Drawing.Point(contours[i][j].X, contours[i][j].Y);
  310. if (!points.Contains(point))
  311. {
  312. points.Add(point);
  313. }
  314. }
  315. }
  316. }
  317. return points;
  318. }
  319. }
  320. }