CImageHandler.cs 24 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.ServiceCenter
  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
  19. {
  20. private ImageProForClr imgProEngine;
  21. public CImageHandler()
  22. {
  23. COTSImgProcPrmClr imageprocessParam = new COTSImgProcPrmClr();
  24. imgProEngine = new ImageProForClr(imageprocessParam);
  25. }
  26. #region 通过byte数组生成BMP图像文件
  27. /// <summary>
  28. /// 将一个byte的数组转换为8bit灰度位图
  29. /// </summary>
  30. /// <param name="data">数组</param>
  31. /// <param name="width">图像宽度</param>
  32. /// <param name="height">图像高度</param>
  33. /// <returns>位图</returns>
  34. public static Bitmap ToGrayBitmap(byte[] data, int width, int height)
  35. {
  36. if (width == 0 || height == 0)
  37. return null;
  38. //// 申请目标位图的变量,并将其内存区域锁定
  39. Bitmap bmp = new Bitmap(width, height, PixelFormat.Format8bppIndexed);
  40. //// BitmapData这部分内容 需要 using System.Drawing.Imaging;
  41. BitmapData bmpData = bmp.LockBits(new Rectangle(0, 0, width, height),
  42. ImageLockMode.WriteOnly, PixelFormat.Format8bppIndexed);
  43. //// 获取图像参数
  44. // 扫描线的宽度
  45. int stride = bmpData.Stride;
  46. // 显示宽度与扫描线宽度的间隙
  47. int offset = stride - width;
  48. // 获取bmpData的内存起始位置
  49. IntPtr iptr = bmpData.Scan0;
  50. // 用stride宽度,表示这是内存区域的大小
  51. int scanBytes = stride * height;
  52. //// 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
  53. int posScan = 0;
  54. int posReal = 0;// 分别设置两个位置指针,指向源数组和目标数组
  55. byte[] pixelValues = new byte[scanBytes]; //为目标数组分配内存
  56. //for (int x = height-1;x>=0 ; x--) data[startIndex+ y];//
  57. for (int x = 0; x < height; x++)
  58. {
  59. int startIndex = x * width;
  60. //// 下面的循环节是模拟行扫描
  61. for (int y = 0; y < width; y++)
  62. {
  63. pixelValues[posScan++] = data[posReal++];
  64. }
  65. posScan += offset; //行扫描结束,要将目标位置指针移过那段“间隙”
  66. }
  67. //// 用Marshal的Copy方法,将刚才得到的内存字节数组复制到BitmapData中
  68. System.Runtime.InteropServices.Marshal.Copy(pixelValues, 0, iptr, scanBytes);
  69. bmp.UnlockBits(bmpData); // 解锁内存区域
  70. //// 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
  71. ColorPalette tempPalette;
  72. using (Bitmap tempBmp = new Bitmap(1, 1, PixelFormat.Format8bppIndexed))
  73. {
  74. tempPalette = tempBmp.Palette;
  75. }
  76. for (int i = 0; i < 256; i++)
  77. {
  78. tempPalette.Entries[i] = Color.FromArgb(i, i, i);
  79. }
  80. bmp.Palette = tempPalette;
  81. return bmp;
  82. }
  83. #endregion
  84. public static byte[] BitmapToGrayByte(Bitmap bitmap)
  85. {
  86. // 申请目标位图的变量,并将其内存区域锁定
  87. BitmapData bitmapDat = bitmap.LockBits(new Rectangle(0, 0, bitmap.Width, bitmap.Height), ImageLockMode.ReadWrite, bitmap.PixelFormat);
  88. // 获取bmpData的内存起始位置
  89. IntPtr intPtr = bitmapDat.Scan0;
  90. byte[] image = new byte[bitmap.Width * bitmap.Height];//原始数据
  91. Marshal.Copy(intPtr, image, 0, bitmap.Width * bitmap.Height); // 将数据复制到byte数组中,
  92. //解锁内存区域
  93. bitmap.UnlockBits(bitmapDat);
  94. return image;
  95. }
  96. //获取测量的BSE图
  97. public bool GetBSEImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iWidth, int iHeight, ref byte[] BSEImageNoBG)
  98. {
  99. Rectangle rect = new Rectangle();
  100. rect.Height = iHeight;
  101. rect.Width = iWidth;
  102. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  103. CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
  104. pBSEImageIn.SetImageData(BSEImage,iWidth, iHeight );
  105. if (null == ImgProcPrm)
  106. {
  107. return false;
  108. }
  109. RemoveBackGround(pBSEImageIn, ImgProcPrm, pixelSize ,ref pBSEImageOut);
  110. BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
  111. return true;
  112. }
  113. /// <summary>
  114. /// 获取测量的BSE图
  115. /// </summary>
  116. /// <param name="BSEImage">BSE原数据</param>
  117. /// <param name="iHeight">图像高度</param>
  118. /// <param name="iWidth">图像宽度</param>
  119. /// <param name="grayStart"></param>
  120. /// <param name="grayEnd"></param>
  121. /// <param name="BSEImageNoBG">去背景图数据</param>
  122. /// <returns></returns>
  123. public bool GetSpecificGreyRangeBSEImage(byte[] BSEImage, int iWidth, int iHeight, int grayStart, int grayEnd, ref byte[] BSEImageNoBG)
  124. {
  125. Rectangle rect = new Rectangle();
  126. rect.Height = iHeight;
  127. rect.Width = iWidth;
  128. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  129. CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
  130. pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight );
  131. CIntRangeClr cIntRangeClr = new CIntRangeClr();
  132. cIntRangeClr.SetStart(grayStart);
  133. cIntRangeClr.SetEnd(grayEnd);
  134. //ImageProForClr imgpro = new ImageProForClr();
  135. int num=0;
  136. imgProEngine.GetSpecialGrayRangeImage(pBSEImageIn, cIntRangeClr, pBSEImageOut,ref num);
  137. for (int i = 0; i < iWidth; i++)
  138. {
  139. for (int j = 0; j < iHeight; j++)
  140. {
  141. var bse = pBSEImageOut.GetBSEValue(i, j);
  142. if (bse == 255)
  143. {
  144. var originalBse = pBSEImageIn.GetBSEValue(i, j);
  145. pBSEImageOut.SetBSEValue(i, j, originalBse);
  146. }
  147. else
  148. {
  149. pBSEImageOut.SetBSEValue(i, j, 255);
  150. }
  151. }
  152. }
  153. BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
  154. return true;
  155. }
  156. public bool GetColoredImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iWidth, int iHeight, ref CBSEImgClr a_pImgOut, ref Bitmap BSEImageNoBG)
  157. {
  158. Rectangle rect = new Rectangle();
  159. rect.Height = iHeight;
  160. rect.Width = iWidth;
  161. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  162. pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight);
  163. if (null == ImgProcPrm)
  164. {
  165. return false;
  166. }
  167. RemoveBGAndGetColoredParts(pBSEImageIn, ImgProcPrm, pixelSize, ref a_pImgOut, ref BSEImageNoBG);//RemoveBGAndGetColoredParts
  168. return true;
  169. }
  170. // remove background
  171. private void RemoveBackGround(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut)
  172. {
  173. List<COTSParticleClr> parts = new List<COTSParticleClr>();
  174. List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
  175. var ecdrange = a_pImgProcessParam.GetIncAreaRange();
  176. var tempFld = new COTSField();
  177. if (!RemoveBGAndGetParts(tempFld,a_pImgIn, a_pImgProcessParam, a_pixelSize, ref parts))
  178. {
  179. return;
  180. }
  181. if (a_pImgProcessParam.GetSpecialGreyRangeParam().GetIsToRun())
  182. {
  183. var param = a_pImgProcessParam.GetSpecialGreyRangeParam();
  184. var ranges = param.GetSpecialGreyRanges();
  185. foreach (var r in ranges)
  186. {
  187. CIntRangeClr r1 = new CIntRangeClr();
  188. r1.SetStart(r.range.GetStart());
  189. r1.SetEnd(r.range.GetEnd());
  190. CDoubleRangeClr r2 = new CDoubleRangeClr();
  191. r2.SetStart(r.diameterRange.GetStart());
  192. r2.SetEnd(r.diameterRange.GetEnd());
  193. GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
  194. }
  195. }
  196. for (int i = 0; i < a_pImgOut.GetWidth(); i++)
  197. {
  198. for (int j = 0; j < a_pImgOut.GetHeight(); j++)
  199. {
  200. a_pImgOut.SetBSEValue(i, j, 255);
  201. }
  202. }
  203. if (specialGreyparts.Count > 0)
  204. {
  205. foreach (var p in specialGreyparts)
  206. {
  207. foreach (var s in p.GetFeature().GetSegmentsList())
  208. {
  209. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  210. {
  211. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  212. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  213. }
  214. }
  215. }
  216. }
  217. foreach (var p in parts)
  218. {
  219. foreach (var s in p.GetFeature().GetSegmentsList())
  220. {
  221. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  222. {
  223. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  224. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  225. }
  226. }
  227. }
  228. return;
  229. }
  230. private void RemoveBGAndGetColoredParts(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut, ref Bitmap a_pBmpOut)
  231. {
  232. List<COTSParticleClr> parts = new List<COTSParticleClr>();
  233. List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
  234. var ecdrange = a_pImgProcessParam.GetIncAreaRange();
  235. var tempFld = new COTSField();
  236. if (!RemoveBGAndGetParts(tempFld,a_pImgIn, a_pImgProcessParam, a_pixelSize, ref parts))
  237. {
  238. return;
  239. }
  240. if (a_pImgProcessParam.GetSpecialGreyRangeParam().GetIsToRun())
  241. {
  242. var param = a_pImgProcessParam.GetSpecialGreyRangeParam();
  243. var ranges = param.GetSpecialGreyRanges();
  244. foreach (var r in ranges)
  245. {
  246. CIntRangeClr r1 = new CIntRangeClr();
  247. r1.SetStart(r.range.GetStart());
  248. r1.SetEnd(r.range.GetEnd());
  249. CDoubleRangeClr r2 = new CDoubleRangeClr();
  250. r2.SetStart(r.diameterRange.GetStart());
  251. r2.SetEnd(r.diameterRange.GetEnd());
  252. GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
  253. }
  254. }
  255. for (int i = 0; i < a_pBmpOut.Width; i++)
  256. {
  257. for (int j = 0; j < a_pBmpOut.Height; j++)
  258. {
  259. a_pBmpOut.SetPixel(i, j, Color.White);
  260. }
  261. }
  262. Random c = new Random();
  263. if (specialGreyparts.Count > 0)
  264. {
  265. foreach (var p in specialGreyparts)
  266. {
  267. Color cValue = GetRandomColor30(c);
  268. foreach (var s in p.GetFeature().GetSegmentsList())
  269. {
  270. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  271. {
  272. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  273. a_pBmpOut.SetPixel(i, s.GetHeight(), cValue);
  274. }
  275. }
  276. }
  277. }
  278. foreach (var p in parts)
  279. {
  280. Color cValue = GetRandomColor30(c);
  281. foreach (var s in p.GetFeature().GetSegmentsList())
  282. {
  283. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  284. {
  285. a_pBmpOut.SetPixel(i, s.GetHeight(), cValue);
  286. }
  287. }
  288. }
  289. if (specialGreyparts.Count > 0)
  290. {
  291. foreach (var p in specialGreyparts)
  292. {
  293. foreach (var s in p.GetFeature().GetSegmentsList())
  294. {
  295. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  296. {
  297. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  298. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  299. }
  300. }
  301. }
  302. }
  303. foreach (var p in parts)
  304. {
  305. foreach (var s in p.GetFeature().GetSegmentsList())
  306. {
  307. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  308. {
  309. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  310. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  311. }
  312. }
  313. }
  314. return;
  315. }
  316. public Color GetRandomColor30(Random r)
  317. {
  318. int n = r.Next(0, 31);
  319. Color ret_color;
  320. switch (n)
  321. {
  322. case 1:
  323. ret_color = Color.Aqua;
  324. break;
  325. case 2:
  326. ret_color = Color.Black;
  327. break;
  328. case 3:
  329. ret_color = Color.Blue;
  330. break;
  331. case 4:
  332. ret_color = Color.BlueViolet;
  333. break;
  334. case 5:
  335. ret_color = Color.Brown;
  336. break;
  337. case 6:
  338. ret_color = Color.BurlyWood;
  339. break;
  340. case 7:
  341. ret_color = Color.CadetBlue;
  342. break;
  343. case 8:
  344. ret_color = Color.CadetBlue;
  345. break;
  346. case 9:
  347. ret_color = Color.CornflowerBlue;
  348. break;
  349. case 10:
  350. ret_color = Color.DarkBlue;
  351. break;
  352. case 11:
  353. ret_color = Color.Gray;
  354. break;
  355. case 12:
  356. ret_color = Color.Indigo;
  357. break;
  358. case 13:
  359. ret_color = Color.LightSlateGray;
  360. break;
  361. case 14:
  362. ret_color = Color.Magenta;
  363. break;
  364. case 15:
  365. ret_color = Color.Maroon;
  366. break;
  367. case 16:
  368. ret_color = Color.MediumBlue;
  369. break;
  370. case 17:
  371. ret_color = Color.MediumOrchid;
  372. break;
  373. case 18:
  374. ret_color = Color.MidnightBlue;
  375. break;
  376. case 19:
  377. ret_color = Color.Navy;
  378. break;
  379. case 20:
  380. ret_color = Color.Olive;
  381. break;
  382. case 21:
  383. ret_color = Color.PaleVioletRed;
  384. break;
  385. case 22:
  386. ret_color = Color.Peru;
  387. break;
  388. case 23:
  389. ret_color = Color.Purple;
  390. break;
  391. case 24:
  392. ret_color = Color.Red;
  393. break;
  394. case 25:
  395. ret_color = Color.RosyBrown;
  396. break;
  397. case 26:
  398. ret_color = Color.RoyalBlue;
  399. break;
  400. case 27:
  401. ret_color = Color.SaddleBrown;
  402. break;
  403. case 28:
  404. ret_color = Color.SeaGreen;
  405. break;
  406. case 29:
  407. ret_color = Color.Teal;
  408. break;
  409. case 30:
  410. ret_color = Color.Tomato;
  411. break;
  412. case 31:
  413. ret_color = Color.YellowGreen;
  414. break;
  415. default:
  416. ret_color = Color.Black;
  417. break;
  418. }
  419. return ret_color;
  420. }
  421. public bool CalParticleImageProp( COTSParticleClr part, double a_pixelSize)
  422. {
  423. imgProEngine.CalcuParticleImagePropertes(part,a_pixelSize);
  424. return true;
  425. }
  426. public bool RemoveBGAndGetParts(COTSField currentField,CBSEImgClr img, COTSImageProcParam a_pImgProcessParam,double a_pixelSize,ref List<COTSParticleClr> parts)
  427. {
  428. COTSImgProcPrmClr prm = GetImageProcPrmClr(a_pImgProcessParam);
  429. COTSFieldDataClr flddataclr = new COTSFieldDataClr();
  430. PointF fldpos = currentField.GetOTSPosition();
  431. flddataclr.SetPosition((int)fldpos.X, (int)fldpos.Y);
  432. flddataclr.SetImageWidth(currentField.Width);
  433. flddataclr.SetImageHeight(currentField.Height);
  434. double left = fldpos.X - currentField.Width * a_pixelSize / 2;
  435. double top = fldpos.Y - currentField.Height * a_pixelSize / 2;
  436. double right = fldpos.X + currentField.Width * a_pixelSize / 2;
  437. double bottom = fldpos.Y + currentField.Height * a_pixelSize / 2;
  438. flddataclr.SetOTSRect(left, top, right, bottom);
  439. flddataclr.SetLeftBorderParticlesBiasDefine(currentField.GetLeftBorderParticlesBiasDefine());
  440. flddataclr.SetRightBorderParticlesBiasDefine(currentField.GetRightBorderParticlesBiasDefine());
  441. flddataclr.SetUpBorderParticlesBiasDefine(currentField.GetUpBorderParticlesBiasDefine());
  442. flddataclr.SetDownBorderParticlesBiasDefine(currentField.GetDownBorderParticlesBiasDefine());
  443. if (!imgProEngine.GetFieldDataFromImage(img, prm, a_pixelSize, flddataclr))
  444. {
  445. return false;
  446. }
  447. parts = flddataclr.GetParticleList();
  448. return true;
  449. }
  450. public bool GetParticlesBySpecialGray(CBSEImgClr img, CIntRangeClr grayrange, CDoubleRangeClr diameterRange,double a_pixelSize, ref List<COTSParticleClr> parts)
  451. {
  452. //ImageProForClr imgpro = new ImageProForClr();
  453. COTSFieldDataClr flddataclr = new COTSFieldDataClr();
  454. imgProEngine.GetParticlesBySpecialPartGrayRange(img, grayrange,diameterRange,a_pixelSize, flddataclr);
  455. parts = flddataclr.GetParticleList();
  456. return true;
  457. }
  458. private COTSImgProcPrmClr GetImageProcPrmClr(COTSImageProcParam a_oSource)
  459. {
  460. COTSImgProcPrmClr prmclr = new COTSImgProcPrmClr();
  461. CDoubleRangeClr r1 = new CDoubleRangeClr(a_oSource.GetIncAreaRange().GetStart(), a_oSource.GetIncAreaRange().GetEnd());
  462. prmclr.SetIncArea(r1);
  463. CIntRangeClr r2 = new CIntRangeClr(a_oSource.GetBGGray().GetStart(), a_oSource.GetBGGray().GetEnd());
  464. prmclr.SetBGGray(r2);
  465. CIntRangeClr r3 = new CIntRangeClr(a_oSource.GetParticleGray().GetStart(), a_oSource.GetParticleGray().GetEnd());
  466. prmclr.SetParticleGray(r3);
  467. prmclr.SetBGRemoveType((int)a_oSource.GetBGRemoveType());
  468. prmclr.SetAutoBGRemoveType((int)a_oSource.GetAutoBGRemoveType());
  469. //prmclr.SetErrodDilateParam(a_oSource.GetErrodDilateParam());
  470. prmclr.SetOverlapParam(a_oSource.GetOverlapParam());
  471. return prmclr;
  472. }
  473. public bool MergeBigBoundaryParticles(List<COTSField> allFields, double pixelSize, int scanFieldSize, System.Drawing.Size ResolutionSize, ref List<COTSParticleClr> mergedParts)
  474. {
  475. List<COTSFieldDataClr> fldclrs = new List<COTSFieldDataClr>();
  476. foreach (var f in allFields)
  477. {
  478. COTSFieldDataClr fldclr = new COTSFieldDataClr();
  479. PointF p1 = f.GetOTSPosition();
  480. System.Drawing.Point p2 = new System.Drawing.Point((int)p1.X, (int)p1.Y);
  481. fldclr.SetPosition((int)p1.X,(int)p1.Y);
  482. fldclr.SetImageWidth(f.Width);
  483. fldclr.SetImageHeight(f.Height);
  484. var parts = f.GetListAnalysisParticles();
  485. foreach (var p in parts)
  486. {
  487. fldclr.AddParticle(p);
  488. }
  489. fldclrs.Add(fldclr);
  490. }
  491. //ImageProForClr imgpro = new ImageProForClr();
  492. imgProEngine.MergeBigBoundaryParticles(fldclrs, pixelSize, scanFieldSize, ResolutionSize, mergedParts);
  493. return true;
  494. }
  495. /// <summary>
  496. /// 根据Segment寻找边缘坐标点
  497. /// </summary>
  498. /// <param name="width"></param>
  499. /// <param name="height"></param>
  500. /// <param name="segmentClrs"></param>
  501. /// <returns></returns>
  502. public static List<System.Drawing.Point> FindContoursBySegment(int width, int height, List<COTSSegmentClr> segmentClrs)
  503. {
  504. List<System.Drawing.Point> points = new List<System.Drawing.Point>();
  505. using (Mat mat = new Mat(height, width, MatType.CV_8UC1, new Scalar(0)))
  506. {
  507. for (int i = 0; i < segmentClrs.Count; i++)
  508. {
  509. 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);
  510. }
  511. OpenCvSharp.Point[][] contours;
  512. HierarchyIndex[] hierarchy;
  513. Cv2.FindContours(mat, out contours, out hierarchy, RetrievalModes.External, ContourApproximationModes.ApproxSimple, null);
  514. for (int i = 0; i < contours.ToList().Count(); i++)
  515. {
  516. for (int j = 0; j < contours[i].Count(); j++)
  517. {
  518. System.Drawing.Point point = new System.Drawing.Point(contours[i][j].X, contours[i][j].Y);
  519. if (!points.Contains(point))
  520. {
  521. points.Add(point);
  522. }
  523. }
  524. }
  525. }
  526. return points;
  527. }
  528. }
  529. }