CImageHandler.cs 22 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. #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. public bool GetBSEImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iWidth, int iHeight, ref byte[] BSEImageNoBG)
  92. {
  93. Rectangle rect = new Rectangle();
  94. rect.Height = iHeight;
  95. rect.Width = iWidth;
  96. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  97. CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
  98. pBSEImageIn.SetImageData(BSEImage,iWidth, iHeight );
  99. if (null == ImgProcPrm)
  100. {
  101. return false;
  102. }
  103. RemoveBackGround(pBSEImageIn, ImgProcPrm, pixelSize ,ref pBSEImageOut);
  104. BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
  105. return true;
  106. }
  107. /// <summary>
  108. /// 获取测量的BSE图
  109. /// </summary>
  110. /// <param name="BSEImage">BSE原数据</param>
  111. /// <param name="iHeight">图像高度</param>
  112. /// <param name="iWidth">图像宽度</param>
  113. /// <param name="grayStart"></param>
  114. /// <param name="grayEnd"></param>
  115. /// <param name="BSEImageNoBG">去背景图数据</param>
  116. /// <returns></returns>
  117. public bool GetSpecificGreyRangeBSEImage(byte[] BSEImage, int iWidth, int iHeight, int grayStart, int grayEnd, ref byte[] BSEImageNoBG)
  118. {
  119. Rectangle rect = new Rectangle();
  120. rect.Height = iHeight;
  121. rect.Width = iWidth;
  122. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  123. CBSEImgClr pBSEImageOut = new CBSEImgClr(rect);
  124. pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight );
  125. CIntRangeClr cIntRangeClr = new CIntRangeClr();
  126. cIntRangeClr.SetStart(grayStart);
  127. cIntRangeClr.SetEnd(grayEnd);
  128. ImageProForClr imgpro = new ImageProForClr();
  129. int num=0;
  130. imgpro.GetSpecialGrayRangeImage(pBSEImageIn, cIntRangeClr, pBSEImageOut,ref num);
  131. for (int i = 0; i < iWidth; i++)
  132. {
  133. for (int j = 0; j < iHeight; j++)
  134. {
  135. var bse = pBSEImageOut.GetBSEValue(i, j);
  136. if (bse == 255)
  137. {
  138. var originalBse = pBSEImageIn.GetBSEValue(i, j);
  139. pBSEImageOut.SetBSEValue(i, j, originalBse);
  140. }
  141. else
  142. {
  143. pBSEImageOut.SetBSEValue(i, j, 255);
  144. }
  145. }
  146. }
  147. BSEImageNoBG = pBSEImageOut.GetImageDataPtr();
  148. return true;
  149. }
  150. public bool GetColoredImage(COTSImageProcParam ImgProcPrm, double pixelSize, byte[] BSEImage, int iWidth, int iHeight, ref CBSEImgClr a_pImgOut, ref Bitmap BSEImageNoBG)
  151. {
  152. Rectangle rect = new Rectangle();
  153. rect.Height = iHeight;
  154. rect.Width = iWidth;
  155. CBSEImgClr pBSEImageIn = new CBSEImgClr(rect);
  156. pBSEImageIn.SetImageData(BSEImage, iWidth, iHeight);
  157. if (null == ImgProcPrm)
  158. {
  159. return false;
  160. }
  161. RemoveBGAndGetColoredParts(pBSEImageIn, ImgProcPrm, pixelSize, ref a_pImgOut, ref BSEImageNoBG);//RemoveBGAndGetColoredParts
  162. return true;
  163. }
  164. // remove background
  165. private void RemoveBackGround(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut)
  166. {
  167. List<COTSParticleClr> parts = new List<COTSParticleClr>();
  168. List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
  169. var ecdrange = a_pImgProcessParam.GetIncAreaRange();
  170. if (!RemoveBGAndGetParts(a_pImgIn, a_pImgProcessParam, a_pixelSize, ref parts))
  171. {
  172. return;
  173. }
  174. if (a_pImgProcessParam.GetSpecialGreyRangeParam().GetIsToRun())
  175. {
  176. var param = a_pImgProcessParam.GetSpecialGreyRangeParam();
  177. var ranges = param.GetSpecialGreyRanges();
  178. foreach (var r in ranges)
  179. {
  180. CIntRangeClr r1 = new CIntRangeClr();
  181. r1.SetStart(r.range.GetStart());
  182. r1.SetEnd(r.range.GetEnd());
  183. CDoubleRangeClr r2 = new CDoubleRangeClr();
  184. r2.SetStart(r.diameterRange.GetStart());
  185. r2.SetEnd(r.diameterRange.GetEnd());
  186. GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
  187. }
  188. }
  189. for (int i = 0; i < a_pImgOut.GetWidth(); i++)
  190. {
  191. for (int j = 0; j < a_pImgOut.GetHeight(); j++)
  192. {
  193. a_pImgOut.SetBSEValue(i, j, 255);
  194. }
  195. }
  196. if (specialGreyparts.Count > 0)
  197. {
  198. foreach (var p in specialGreyparts)
  199. {
  200. foreach (var s in p.GetFeature().GetSegmentsList())
  201. {
  202. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  203. {
  204. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  205. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  206. }
  207. }
  208. }
  209. }
  210. foreach (var p in parts)
  211. {
  212. foreach (var s in p.GetFeature().GetSegmentsList())
  213. {
  214. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  215. {
  216. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  217. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  218. }
  219. }
  220. }
  221. return;
  222. }
  223. private void RemoveBGAndGetColoredParts(CBSEImgClr a_pImgIn, COTSImageProcParam a_pImgProcessParam, double a_pixelSize, ref CBSEImgClr a_pImgOut, ref Bitmap a_pBmpOut)
  224. {
  225. List<COTSParticleClr> parts = new List<COTSParticleClr>();
  226. List<COTSParticleClr> specialGreyparts = new List<COTSParticleClr>();
  227. var ecdrange = a_pImgProcessParam.GetIncAreaRange();
  228. if (!RemoveBGAndGetParts(a_pImgIn, a_pImgProcessParam, a_pixelSize, ref parts))
  229. {
  230. return;
  231. }
  232. if (a_pImgProcessParam.GetSpecialGreyRangeParam().GetIsToRun())
  233. {
  234. var param = a_pImgProcessParam.GetSpecialGreyRangeParam();
  235. var ranges = param.GetSpecialGreyRanges();
  236. foreach (var r in ranges)
  237. {
  238. CIntRangeClr r1 = new CIntRangeClr();
  239. r1.SetStart(r.range.GetStart());
  240. r1.SetEnd(r.range.GetEnd());
  241. CDoubleRangeClr r2 = new CDoubleRangeClr();
  242. r2.SetStart(r.diameterRange.GetStart());
  243. r2.SetEnd(r.diameterRange.GetEnd());
  244. GetParticlesBySpecialGray(a_pImgIn, r1, r2, a_pixelSize, ref specialGreyparts);
  245. }
  246. }
  247. for (int i = 0; i < a_pBmpOut.Width; i++)
  248. {
  249. for (int j = 0; j < a_pBmpOut.Height; j++)
  250. {
  251. a_pBmpOut.SetPixel(i, j, Color.White);
  252. }
  253. }
  254. Random c = new Random();
  255. if (specialGreyparts.Count > 0)
  256. {
  257. foreach (var p in specialGreyparts)
  258. {
  259. Color cValue = GetRandomColor30(c);
  260. foreach (var s in p.GetFeature().GetSegmentsList())
  261. {
  262. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  263. {
  264. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  265. a_pBmpOut.SetPixel(i, s.GetHeight(), cValue);
  266. }
  267. }
  268. }
  269. }
  270. foreach (var p in parts)
  271. {
  272. Color cValue = GetRandomColor30(c);
  273. foreach (var s in p.GetFeature().GetSegmentsList())
  274. {
  275. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  276. {
  277. a_pBmpOut.SetPixel(i, s.GetHeight(), cValue);
  278. }
  279. }
  280. }
  281. if (specialGreyparts.Count > 0)
  282. {
  283. foreach (var p in specialGreyparts)
  284. {
  285. foreach (var s in p.GetFeature().GetSegmentsList())
  286. {
  287. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  288. {
  289. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  290. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  291. }
  292. }
  293. }
  294. }
  295. foreach (var p in parts)
  296. {
  297. foreach (var s in p.GetFeature().GetSegmentsList())
  298. {
  299. for (int i = s.GetStart(); i < s.GetStart() + s.GetLength(); i++)
  300. {
  301. var bseValue = a_pImgIn.GetBSEValue(i, s.GetHeight());
  302. a_pImgOut.SetBSEValue(i, s.GetHeight(), bseValue);
  303. }
  304. }
  305. }
  306. return;
  307. }
  308. public Color GetRandomColor30(Random r)
  309. {
  310. int n = r.Next(0, 31);
  311. Color ret_color;
  312. switch (n)
  313. {
  314. case 1:
  315. ret_color = Color.Aqua;
  316. break;
  317. case 2:
  318. ret_color = Color.Black;
  319. break;
  320. case 3:
  321. ret_color = Color.Blue;
  322. break;
  323. case 4:
  324. ret_color = Color.BlueViolet;
  325. break;
  326. case 5:
  327. ret_color = Color.Brown;
  328. break;
  329. case 6:
  330. ret_color = Color.BurlyWood;
  331. break;
  332. case 7:
  333. ret_color = Color.CadetBlue;
  334. break;
  335. case 8:
  336. ret_color = Color.CadetBlue;
  337. break;
  338. case 9:
  339. ret_color = Color.CornflowerBlue;
  340. break;
  341. case 10:
  342. ret_color = Color.DarkBlue;
  343. break;
  344. case 11:
  345. ret_color = Color.Gray;
  346. break;
  347. case 12:
  348. ret_color = Color.Indigo;
  349. break;
  350. case 13:
  351. ret_color = Color.LightSlateGray;
  352. break;
  353. case 14:
  354. ret_color = Color.Magenta;
  355. break;
  356. case 15:
  357. ret_color = Color.Maroon;
  358. break;
  359. case 16:
  360. ret_color = Color.MediumBlue;
  361. break;
  362. case 17:
  363. ret_color = Color.MediumOrchid;
  364. break;
  365. case 18:
  366. ret_color = Color.MidnightBlue;
  367. break;
  368. case 19:
  369. ret_color = Color.Navy;
  370. break;
  371. case 20:
  372. ret_color = Color.Olive;
  373. break;
  374. case 21:
  375. ret_color = Color.PaleVioletRed;
  376. break;
  377. case 22:
  378. ret_color = Color.Peru;
  379. break;
  380. case 23:
  381. ret_color = Color.Purple;
  382. break;
  383. case 24:
  384. ret_color = Color.Red;
  385. break;
  386. case 25:
  387. ret_color = Color.RosyBrown;
  388. break;
  389. case 26:
  390. ret_color = Color.RoyalBlue;
  391. break;
  392. case 27:
  393. ret_color = Color.SaddleBrown;
  394. break;
  395. case 28:
  396. ret_color = Color.SeaGreen;
  397. break;
  398. case 29:
  399. ret_color = Color.Teal;
  400. break;
  401. case 30:
  402. ret_color = Color.Tomato;
  403. break;
  404. case 31:
  405. ret_color = Color.YellowGreen;
  406. break;
  407. default:
  408. ret_color = Color.Black;
  409. break;
  410. }
  411. return ret_color;
  412. }
  413. public bool CalParticleImageProp( COTSParticleClr part, double a_pixelSize)
  414. {
  415. OTSCLRINTERFACE.ImageProForClr imgpro = new OTSCLRINTERFACE.ImageProForClr();
  416. imgpro.CalcuParticleImagePropertes(part,a_pixelSize);
  417. return true;
  418. }
  419. public bool RemoveBGAndGetParts(CBSEImgClr img, COTSImageProcParam a_pImgProcessParam,double a_pixelSize,ref List<COTSParticleClr> parts)
  420. {
  421. ImageProForClr imgpro = new ImageProForClr();
  422. COTSImgProcPrmClr prm = GetImageProcPrmClr(a_pImgProcessParam);
  423. COTSFieldDataClr flddataclr = new COTSFieldDataClr();
  424. if (!imgpro.GetFieldDataFromImage(img, prm, a_pixelSize, flddataclr))
  425. {
  426. return false;
  427. }
  428. parts = flddataclr.GetParticleList();
  429. return true;
  430. }
  431. public bool GetParticlesBySpecialGray(CBSEImgClr img, CIntRangeClr grayrange, CDoubleRangeClr diameterRange,double a_pixelSize, ref List<COTSParticleClr> parts)
  432. {
  433. ImageProForClr imgpro = new ImageProForClr();
  434. COTSFieldDataClr flddataclr = new COTSFieldDataClr();
  435. imgpro.GetParticlesBySpecialPartGrayRange(img, grayrange,diameterRange,a_pixelSize, flddataclr);
  436. parts = flddataclr.GetParticleList();
  437. return true;
  438. }
  439. private COTSImgProcPrmClr GetImageProcPrmClr(COTSImageProcParam a_oSource)
  440. {
  441. COTSImgProcPrmClr prmclr = new COTSImgProcPrmClr();
  442. CDoubleRangeClr r1 = new CDoubleRangeClr(a_oSource.GetIncAreaRange().GetStart(), a_oSource.GetIncAreaRange().GetEnd());
  443. prmclr.SetIncArea(r1);
  444. CIntRangeClr r2 = new CIntRangeClr(a_oSource.GetBGGray().GetStart(), a_oSource.GetBGGray().GetEnd());
  445. prmclr.SetBGGray(r2);
  446. CIntRangeClr r3 = new CIntRangeClr(a_oSource.GetParticleGray().GetStart(), a_oSource.GetParticleGray().GetEnd());
  447. prmclr.SetParticleGray(r3);
  448. prmclr.SetBGRemoveType((int)a_oSource.GetBGRemoveType());
  449. prmclr.SetAutoBGRemoveType((int)a_oSource.GetAutoBGRemoveType());
  450. //prmclr.SetErrodDilateParam(a_oSource.GetErrodDilateParam());
  451. prmclr.SetOverlapParam(a_oSource.GetOverlapParam());
  452. return prmclr;
  453. }
  454. public bool MergeBigBoundaryParticles(List<COTSFieldData> allFields, double pixelSize, int scanFieldSize, System.Drawing.Size ResolutionSize, ref List<COTSParticleClr> mergedParts)
  455. {
  456. List<COTSFieldDataClr> fldclrs = new List<COTSFieldDataClr>();
  457. foreach (var f in allFields)
  458. {
  459. COTSFieldDataClr fldclr = new COTSFieldDataClr();
  460. PointF p1 = f.GetOTSPosition();
  461. System.Drawing.Point p2 = new System.Drawing.Point((int)p1.X, (int)p1.Y);
  462. fldclr.SetPosition((int)p1.X,(int)p1.Y);
  463. fldclr.SetImageWidth(f.Width);
  464. fldclr.SetImageHeight(f.Height);
  465. var parts = f.GetListAnalysisParticles();
  466. foreach (var p in parts)
  467. {
  468. fldclr.AddParticle(p);
  469. }
  470. fldclrs.Add(fldclr);
  471. }
  472. ImageProForClr imgpro = new ImageProForClr();
  473. imgpro.MergeBigBoundaryParticles(fldclrs, pixelSize, scanFieldSize, ResolutionSize, mergedParts);
  474. return true;
  475. }
  476. /// <summary>
  477. /// 根据Segment寻找边缘坐标点
  478. /// </summary>
  479. /// <param name="width"></param>
  480. /// <param name="height"></param>
  481. /// <param name="segmentClrs"></param>
  482. /// <returns></returns>
  483. public static List<System.Drawing.Point> FindContoursBySegment(int width, int height, List<COTSSegmentClr> segmentClrs)
  484. {
  485. List<System.Drawing.Point> points = new List<System.Drawing.Point>();
  486. using (Mat mat = new Mat(height, width, MatType.CV_8UC1, new Scalar(0)))
  487. {
  488. for (int i = 0; i < segmentClrs.Count; i++)
  489. {
  490. 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);
  491. }
  492. OpenCvSharp.Point[][] contours;
  493. HierarchyIndex[] hierarchy;
  494. Cv2.FindContours(mat, out contours, out hierarchy, RetrievalModes.External, ContourApproximationModes.ApproxSimple, null);
  495. for (int i = 0; i < contours.ToList().Count(); i++)
  496. {
  497. for (int j = 0; j < contours[i].Count(); j++)
  498. {
  499. System.Drawing.Point point = new System.Drawing.Point(contours[i][j].X, contours[i][j].Y);
  500. if (!points.Contains(point))
  501. {
  502. points.Add(point);
  503. }
  504. }
  505. }
  506. }
  507. return points;
  508. }
  509. }
  510. }