PMAlign.cs 26 KB

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  1. /*
  2. * ==============================================================================
  3. *
  4. * Filename: PMAlign
  5. * Description:
  6. *
  7. * Version: 1.0
  8. * Created: 2021/3/30 14:07:10
  9. *
  10. * Author: liu.wenjie
  11. *
  12. * ==============================================================================
  13. */
  14. using System;
  15. using System.Collections.Generic;
  16. using System.Linq;
  17. using System.Text;
  18. using System.Threading.Tasks;
  19. using CommonMethods;
  20. using HalconDotNet;
  21. using ToolBase;
  22. using static DataStruct.DataStructClass;
  23. using System.Windows.Forms;
  24. using Logger;
  25. using System.Diagnostics;
  26. using System.IO;
  27. using ViewROI;
  28. using DataStruct;
  29. namespace PMAlignTool
  30. {
  31. [Serializable]
  32. public class PMAlign : IToolBase
  33. {
  34. /// <summary>
  35. /// 绑定job名称
  36. /// </summary>
  37. public string bingdingJobName { get; set; }
  38. /// <summary>
  39. /// 工具名称
  40. /// </summary>
  41. public string toolName { get; set; } = string.Empty;
  42. /// <summary>
  43. /// 输入姿态
  44. /// </summary>
  45. public PosXYU inputPose = new PosXYU();
  46. /// <summary>
  47. /// 制作模板时的输入位姿
  48. /// </summary>
  49. public PosXYU templatePose = new PosXYU();
  50. /// <summary>
  51. /// 是否显示匹配到的模板
  52. /// </summary>
  53. internal bool showTemplate { get; set; } = true;
  54. /// <summary>
  55. /// 是否显示中心十字架
  56. /// </summary>
  57. internal bool showCross { get; set; } = true;
  58. /// <summary>
  59. /// 是否显示特征
  60. /// </summary>
  61. internal bool showFeature { get; set; } = true;
  62. /// <summary>
  63. /// 显示结果序号
  64. /// </summary>
  65. internal bool showIndex { get; set; } = true;
  66. /// <summary>
  67. /// 是否显示搜索区域
  68. /// </summary>
  69. internal bool showSearchRegion { get; set; } = true;
  70. /// <summary>
  71. /// 模板句柄
  72. /// </summary>
  73. internal HTuple modelID = -1;
  74. /// <summary>
  75. /// 行列间隔像素数
  76. /// </summary>
  77. internal int spanPixelNum { get; set; } = 100;
  78. /// <summary>
  79. /// 排序模式
  80. /// </summary>
  81. // internal SortMode sortMode = SortMode.从上至下且从左至右;
  82. /// <summary>
  83. /// 模板区域
  84. /// </summary>
  85. internal HObject templateRegion;
  86. /// <summary>
  87. /// 在进行模板创建及匹配时进行的图像预处理
  88. /// </summary>
  89. public ImagePreProcess imageProcess { get; set; } = new ImagePreProcess();
  90. /// <summary>
  91. /// 搜索区域图像
  92. /// </summary>
  93. internal HObject reducedImage;
  94. /// <summary>
  95. /// 最小匹配分数
  96. /// </summary>
  97. internal double minScore { get; set; } = 0.5;
  98. /// <summary>
  99. /// 匹配个数
  100. /// </summary>
  101. internal int matchNum { get; set; } = 1;
  102. /// <summary>
  103. /// 起始角度
  104. /// </summary>
  105. internal int startAngle { get; set; } = -30;
  106. /// <summary>
  107. /// 角度范围
  108. /// </summary>
  109. internal int angleRange { get; set; } = 360;
  110. /// <summary>
  111. /// 角度步长
  112. /// </summary>
  113. internal int angleStep { get; set; } = 1;
  114. /// <summary>
  115. /// 对比度
  116. /// </summary>
  117. internal int contrast { get; set; } = 30;
  118. /// <summary>
  119. /// 超时处理
  120. /// </summary>
  121. internal int timeOut { get; set; } = 500;
  122. /// <summary>
  123. /// 训练时所使用的模板图像,不点击获取图像时,不进行更新
  124. /// </summary>
  125. [NonSerialized]
  126. public HObject oldTrainImage;
  127. public bool isCreateModel { get; set; }
  128. internal string pmaModelName { get; set; } = Guid.NewGuid().ToString();
  129. /// <summary>
  130. /// 剪出的模板图像
  131. /// </summary>
  132. [NonSerialized]
  133. public HObject modelPartImage = new HObject();
  134. /// <summary>
  135. /// 模板位置和实际位置的姿态差异
  136. /// </summary>
  137. internal HTuple posHomMat2D = new HTuple();
  138. public override void DispMainWindow(HWindowTool_Smart dispHWindow)
  139. {
  140. if (showFeature)
  141. {
  142. ShowTemplate(dispHWindow, false);
  143. }
  144. }
  145. /// <summary>
  146. /// 极性
  147. /// </summary>
  148. internal string polarity { get; set; } = "use_polarity";
  149. /// <summary>
  150. /// 工具锁
  151. /// </summary>
  152. private object obj { get; set; } = new object();
  153. /// <summary>
  154. /// 模板匹配结果
  155. /// </summary>
  156. public List<MatchResult> L_resultList { get; set; } = new List<MatchResult>() { };
  157. /// <summary>
  158. /// 匹配模式
  159. /// </summary>
  160. public MatchMode matchMode { get; set; } = MatchMode.BasedShape;
  161. /// <summary>
  162. /// 缩放最小值
  163. /// </summary>
  164. public HTuple minScale { get; internal set; } = 0.9;
  165. /// <summary>
  166. /// 缩放最大值
  167. /// </summary>
  168. public HTuple maxScale { get; internal set; } = 1.1;
  169. public bool isAutoConstants { get; set; }
  170. public string modelFilePath { get; set; }
  171. public RegionType searchRegionType { get; set; }
  172. /// <summary>
  173. /// 文件存储路径
  174. /// </summary>
  175. public string trainImgPath, trainShmPath, trainModelPath, dataDirectory;
  176. [NonSerialized]
  177. public HObject SearchRegion;
  178. public void InitTool()
  179. {
  180. trainImgPath = ConfigData.ConfigPath + $"\\{bingdingJobName}\\{toolName}_{pmaModelName}_TrainImage.bmp";
  181. trainShmPath = ConfigData.ConfigPath + $"\\{bingdingJobName}\\{toolName}_{pmaModelName}.Shm";
  182. trainModelPath = ConfigData.ConfigPath + $"\\{bingdingJobName}\\{toolName}_{pmaModelName}_ModelImage.bmp";
  183. dataDirectory = ConfigData.ConfigPath + $"\\{bingdingJobName}\\";
  184. }
  185. public override void Run(SoftwareRunState softwareState)
  186. {
  187. Stopwatch sw = new Stopwatch();
  188. sw.Restart();
  189. softwareRunState = softwareState;
  190. if (inputImage == null)
  191. {
  192. toolRunStatu = ToolRunStatu.Lack_Of_Input_Image;
  193. runMessage = "工具输入图像为空";
  194. FormPMAlignTool.Instance.SetToolStatus(runMessage, toolRunStatu);
  195. return;
  196. }
  197. try
  198. {
  199. if (softwareRunState == SoftwareRunState.Debug)
  200. {
  201. DispImage();
  202. }
  203. if (inputPose != null)
  204. {
  205. HTuple Row = inputPose.X - templatePose.X;
  206. HTuple Col = inputPose.Y - templatePose.Y;
  207. HTuple angle = inputPose.U - templatePose.U;
  208. HTuple _homMat2D;
  209. HOperatorSet.HomMat2dIdentity(out _homMat2D);
  210. HOperatorSet.HomMat2dRotate(_homMat2D, (HTuple)(angle), (HTuple)templatePose.X, (HTuple)templatePose.Y, out _homMat2D);
  211. HOperatorSet.HomMat2dTranslate(_homMat2D, (HTuple)(Row), (HTuple)(Col), out _homMat2D);
  212. //对预期线的找模板区域做放射变换
  213. }
  214. HObject findModelImg = ProcessImage(inputImage);
  215. int ret = FindModelTemplate(findModelImg);
  216. UpdateResultDataGridview();
  217. ToolRunStatu myState = ret == 0 ? ToolRunStatu.Succeed : ToolRunStatu.Model_UnFound;
  218. toolRunStatu = myState;
  219. string retMsg = ret == 0 ? $"{toolName}工具运行成功,已找到匹配项!" : $"{toolName}未找到匹配项";
  220. runMessage = retMsg;
  221. sw.Stop();
  222. runTime = $"运行时间: {sw.ElapsedMilliseconds} ms";
  223. FormPMAlignTool.Instance.SetToolStatus(retMsg, myState);
  224. }
  225. catch (Exception ex)
  226. {
  227. FormPMAlignTool.Instance.SetToolStatus($"{toolName}工具运行异常,异常原因: {ex}", ToolRunStatu.Tool_Run_Error);
  228. }
  229. finally
  230. {
  231. }
  232. }
  233. public void UpdateResultDataGridview()
  234. {
  235. FormPMAlignTool.Instance.dgv_matchResult.Rows.Clear();
  236. //FormPMAlignTool.Instance.dgv_matchResult.Columns.Clear();
  237. //FormPMAlignTool.Instance.dgv_matchResult.Columns.Add("num", "序号");
  238. //FormPMAlignTool.Instance.dgv_matchResult.Columns.Add("Socre", "分值");
  239. //FormPMAlignTool.Instance.dgv_matchResult.Columns.Add("Row", "行");
  240. //FormPMAlignTool.Instance.dgv_matchResult.Columns.Add("Col", "列");
  241. //FormPMAlignTool.Instance.dgv_matchResult.Columns.Add("Angle", "角度");
  242. int count = 0;
  243. foreach (var item in L_resultList)
  244. {
  245. FormPMAlignTool.Instance.dgv_matchResult.Rows.Add(++count, item.Socre, item.Row, item.Col, item.Angle);
  246. }
  247. }
  248. public void UpdateParamsFromUI()
  249. {
  250. minScore = FormPMAlignTool.Instance.nud_minScore.Value;
  251. startAngle = Convert.ToInt16(FormPMAlignTool.Instance.nud_angleStart.Value);
  252. angleRange = Convert.ToInt16(FormPMAlignTool.Instance.nud_angleRange.Value);
  253. angleStep = Convert.ToInt16(FormPMAlignTool.Instance.nud_angleStep.Value);
  254. polarity = FormPMAlignTool.Instance.cbx_polarity.TextStr;
  255. isAutoConstants = FormPMAlignTool.Instance.ckb_autoContrast.Checked;
  256. minScale = FormPMAlignTool.Instance.nud_ScaleStart.Value;
  257. maxScale = FormPMAlignTool.Instance.nud_ScaleRange.Value;
  258. timeOut = Convert.ToInt16(FormPMAlignTool.Instance.nud_Timeout.Value);
  259. contrast = Convert.ToInt16(FormPMAlignTool.Instance.tkb_contrast.Value);
  260. }
  261. public override void DispImage()
  262. {
  263. FormPMAlignTool.Instance.myHwindow.DispHWindow.ClearWindow();
  264. if (inputImage != null)
  265. {
  266. FormPMAlignTool.Instance.myHwindow.DispHWindow.DispObj(inputImage);
  267. }
  268. }
  269. private void CreateModelRegion()
  270. {
  271. HOperatorSet.GenEmptyObj(out templateRegion);
  272. foreach (var item in FormPMAlignTool.Instance.templateModelListAdd)
  273. {
  274. HObject selectObj = item.GetDrawingObjectIconic();
  275. HOperatorSet.Union2(selectObj, templateRegion, out templateRegion);
  276. }
  277. foreach (var item in FormPMAlignTool.Instance.templateModelListSub)
  278. {
  279. HObject selectObj = item.GetDrawingObjectIconic();
  280. HOperatorSet.Difference(templateRegion, selectObj, out templateRegion);
  281. }
  282. }
  283. public void SetParamsFromUI()
  284. {
  285. minScore = FormPMAlignTool.Instance.nud_minScore.Value;
  286. startAngle = Convert.ToInt16(FormPMAlignTool.Instance.nud_angleStart.Value);
  287. angleRange = Convert.ToInt16(FormPMAlignTool.Instance.nud_angleRange.Value);
  288. angleStep = Convert.ToInt16(FormPMAlignTool.Instance.nud_angleStep.Value);
  289. polarity = FormPMAlignTool.Instance.cbx_polarity.TextStr;
  290. isAutoConstants = FormPMAlignTool.Instance.ckb_autoContrast.Checked;
  291. minScale = FormPMAlignTool.Instance.nud_ScaleStart.Value;
  292. maxScale = FormPMAlignTool.Instance.nud_ScaleRange.Value;
  293. }
  294. public int CreateModelTemplate(bool setInputModelRegion, HObject inputModelRegion)
  295. {
  296. HObject template;
  297. oldTrainImage = inputImage;
  298. // 判断是否从外部输入模板
  299. if(setInputModelRegion)
  300. {
  301. templateRegion = inputModelRegion;
  302. }
  303. else
  304. {
  305. if (FormPMAlignTool.Instance.templateModelListAdd.Count == 0)
  306. {
  307. LoggerClass.WriteLog($"{toolName}未划定模板建立区域", MsgLevel.Exception);
  308. isCreateModel = false;
  309. return -1;
  310. }
  311. CreateModelRegion();
  312. }
  313. HObject createModelImg;
  314. HOperatorSet.GenEmptyObj(out createModelImg);
  315. createModelImg = ProcessImage(inputImage);
  316. HOperatorSet.ReduceDomain(createModelImg, templateRegion, out template);
  317. HOperatorSet.CropDomain(template, out modelPartImage);
  318. //SetParamsFromUI();
  319. try
  320. {
  321. HTuple rows, cols, angles, scores, scale;
  322. if (matchMode == MatchMode.BasedShape)
  323. {
  324. HOperatorSet.CreateShapeModel(template,
  325. "auto",
  326. 0,
  327. 360,
  328. "auto",
  329. "auto",
  330. polarity,
  331. isAutoConstants ? (HTuple)"auto" : (HTuple)contrast,
  332. "auto",
  333. out modelID);
  334. HOperatorSet.FindShapeModel(createModelImg,
  335. (HTuple)modelID,
  336. ((HTuple)startAngle).TupleRad(),
  337. ((HTuple)angleRange - startAngle).TupleRad(),
  338. (HTuple)minScore,
  339. (HTuple)matchNum,
  340. (HTuple)0.5,
  341. (HTuple)"least_squares",
  342. (HTuple)0,
  343. (HTuple)0.9,
  344. out rows,
  345. out cols,
  346. out angles,
  347. out scores);
  348. }
  349. else
  350. {
  351. HOperatorSet.CreateNccModel(template,
  352. "auto",
  353. ((HTuple)startAngle).TupleRad(),
  354. ((HTuple)angleRange).TupleRad(),
  355. "auto",
  356. "use_polarity",
  357. out modelID);
  358. HOperatorSet.FindNccModel(createModelImg,
  359. (HTuple)modelID,
  360. ((HTuple)startAngle).TupleRad(),
  361. ((HTuple)angleRange - startAngle).TupleRad(),
  362. (HTuple)minScore,
  363. (HTuple)matchNum,
  364. (HTuple)0.5,
  365. (HTuple)"true",
  366. (HTuple)0,
  367. out rows,
  368. out cols,
  369. out angles,
  370. out scores);
  371. }
  372. isCreateModel = true;
  373. // 模板句柄信息
  374. Directory.CreateDirectory(dataDirectory);
  375. HOperatorSet.WriteShapeModel(modelID, trainShmPath);
  376. HOperatorSet.WriteImage(inputImage, "bmp", 0, trainImgPath);
  377. HOperatorSet.WriteImage(modelPartImage, "bmp", 0, trainModelPath);
  378. if (scores != null && scores.Type != HTupleType.EMPTY)
  379. {
  380. templatePose = new PosXYU { X = rows[0].D, Y = cols[0].D , U = angles[0].D };
  381. }
  382. }
  383. catch (Exception ex)
  384. {
  385. Logger.LoggerClass.WriteLog($"{toolName}创建模板时出现异常", ex);
  386. isCreateModel = false;
  387. return -1;
  388. }
  389. finally
  390. {
  391. // FormPMAlignTool.Instance.templateModelListAdd.Clear();
  392. // FormPMAlignTool.Instance.templateModelListSub.Clear();
  393. }
  394. return 0;
  395. }
  396. public int FindModelTemplate(HObject findModelImage)
  397. {
  398. if (!File.Exists(trainShmPath))
  399. {
  400. LoggerClass.WriteLog($"{toolName}未创建或加载模板", MsgLevel.Exception);
  401. return -1;
  402. }
  403. HOperatorSet.ReadShapeModel(trainShmPath, out modelID);
  404. HObject image;
  405. if (searchRegionType == RegionType.AllImage)
  406. {
  407. image = findModelImage;
  408. }
  409. else
  410. {
  411. HOperatorSet.ReduceDomain(inputImage, SearchRegion, out reducedImage);
  412. image = reducedImage;
  413. }
  414. HTuple rows, cols, angles, scores;
  415. L_resultList.Clear();
  416. try
  417. {
  418. image = ProcessImage(image);
  419. if (matchMode == MatchMode.BasedShape)
  420. {
  421. HTuple temp;
  422. HOperatorSet.FindShapeModel(image,
  423. (HTuple)modelID,
  424. ((HTuple)startAngle).TupleRad(),
  425. ((HTuple)angleRange - startAngle).TupleRad(),
  426. (HTuple)minScore,
  427. (HTuple)matchNum,
  428. (HTuple)0.5,
  429. (HTuple)"least_squares",
  430. (HTuple)0,
  431. (HTuple)0.7,
  432. out rows,
  433. out cols,
  434. out angles,
  435. out scores);
  436. /*
  437. HOperatorSet.FindScaledShapeModel(image,
  438. (HTuple)modelID,
  439. ((HTuple)startAngle).TupleRad(),
  440. ((HTuple)angleRange - startAngle).TupleRad(),
  441. minScale,
  442. maxScale,
  443. (HTuple)minScore,
  444. (HTuple)matchNum,
  445. (HTuple)0.5,
  446. (HTuple)"least_squares",
  447. (HTuple)0,
  448. (HTuple)0.9,
  449. out rows,
  450. out cols,
  451. out angles,
  452. out temp,
  453. out scores);
  454. */
  455. }
  456. else
  457. {
  458. HOperatorSet.FindNccModel(image,
  459. (HTuple)modelID,
  460. ((HTuple)startAngle).TupleRad(),
  461. ((HTuple)angleRange - startAngle).TupleRad(),
  462. (HTuple)minScore,
  463. (HTuple)matchNum,
  464. (HTuple)0.5,
  465. (HTuple)"true",
  466. (HTuple)0,
  467. out rows,
  468. out cols,
  469. out angles,
  470. out scores);
  471. }
  472. if (rows.TupleLength() > 0)
  473. {
  474. for (int i = 0; i < rows.TupleLength(); i++)
  475. {
  476. MatchResult matchResult = new MatchResult();
  477. matchResult.Row = Math.Round((double)rows[i], 3);
  478. matchResult.Col = Math.Round((double)cols[i], 3);
  479. matchResult.Angle = Math.Round((double)angles[i], 3);
  480. matchResult.Socre = Math.Round((double)scores[i], 3);
  481. L_resultList.Add(matchResult);
  482. }
  483. MatchResult temp;
  484. // 将匹配结果按分值由大到小排序
  485. for (int i = 0; i < L_resultList.Count - 1; i++)
  486. {
  487. for (int j = i + 1; j < L_resultList.Count; j++)
  488. {
  489. if (L_resultList[i].Socre < L_resultList[j].Socre)
  490. {
  491. temp = L_resultList[i];
  492. L_resultList[i] = L_resultList[j];
  493. L_resultList[j] = temp;
  494. }
  495. }
  496. }
  497. HOperatorSet.VectorAngleToRigid(templatePose.X, templatePose.Y, templatePose.U, L_resultList[0].Row, L_resultList[0].Col, L_resultList[0].Angle, out posHomMat2D);
  498. }
  499. if (softwareRunState == SoftwareRunState.Debug)
  500. {
  501. FormPMAlignTool.Instance.myHwindow.DispHWindow.ClearWindow();
  502. FormPMAlignTool.Instance.myHwindow.DispImage(inputImage);
  503. }
  504. if (L_resultList.Count > 0)
  505. {
  506. toolRunStatu = ToolRunStatu.Succeed;
  507. if (softwareRunState == SoftwareRunState.Debug)
  508. {
  509. ShowTemplate(FormPMAlignTool.Instance.myHwindow);
  510. }
  511. return 0;
  512. }
  513. }
  514. catch (Exception ex)
  515. {
  516. LoggerClass.WriteLog($"{toolName}寻找模板时出现异常!", ex);
  517. toolRunStatu = ToolRunStatu.Not_Succeed;
  518. }
  519. return -1;
  520. }
  521. public HObject contour;
  522. /// <summary>
  523. /// 显示模板
  524. /// </summary>
  525. internal void ShowTemplate(HWindowTool_Smart dispHWindow, bool clearImg = false)
  526. {
  527. try
  528. {
  529. if (modelID == null)
  530. {
  531. return;
  532. }
  533. if(clearImg)
  534. {
  535. dispHWindow.DispHWindow.ClearWindow();
  536. dispHWindow.DispImage(inputImage);
  537. }
  538. if(L_resultList.Count > 0)
  539. {
  540. foreach (var item in L_resultList)
  541. {
  542. HTuple homMat2D;
  543. HOperatorSet.GetShapeModelContours(out contour, modelID, new HTuple(1));
  544. HOperatorSet.VectorAngleToRigid(0, 0, 0, item.Row, item.Col, item.Angle,out homMat2D);
  545. HOperatorSet.AffineTransContourXld(contour, out contour, homMat2D);
  546. dispHWindow.DispHWindow.SetColor("green");
  547. dispHWindow.DispHWindow.DispObj(contour);
  548. }
  549. }
  550. }
  551. catch (Exception ex)
  552. {
  553. Logger.LoggerClass.WriteLog($"{toolName}显示模板时出现错误", ex);
  554. }
  555. }
  556. private HObject ProcessImage(HObject inputImg)
  557. {
  558. if (inputImage == null) return inputImage;
  559. if (imageProcess.erosionValue1.isEnable)
  560. {
  561. HOperatorSet.GrayErosionShape(inputImg, out inputImg, imageProcess.erosionValue1.algValue, imageProcess.erosionValue1.algValue, imageProcess.erosionValue1.algName);
  562. }
  563. if (imageProcess.dilationValue.isEnable)
  564. {
  565. HOperatorSet.GrayDilationShape(inputImg, out inputImg, imageProcess.erosionValue1.algValue, imageProcess.erosionValue1.algValue, imageProcess.dilationValue.algName);
  566. }
  567. if (imageProcess.erosionValue2.isEnable)
  568. {
  569. HOperatorSet.GrayErosionShape(inputImg, out inputImg, imageProcess.erosionValue1.algValue, imageProcess.erosionValue1.algValue, imageProcess.erosionValue2.algName);
  570. }
  571. return inputImg;
  572. }
  573. }
  574. [Serializable]
  575. public class ImagePreProcess
  576. {
  577. public ProcessAlg erosionValue1 { get; set; } = new ProcessAlg();
  578. public ProcessAlg dilationValue { get; set; } = new ProcessAlg();
  579. public ProcessAlg erosionValue2 { get; set; } = new ProcessAlg();
  580. }
  581. [Serializable]
  582. public class ProcessAlg
  583. {
  584. public double algValue { get; set; } = 0;
  585. public bool isEnable { get; set; } = false;
  586. public string algName { get; set; } = "rectangle";
  587. }
  588. [Serializable]
  589. public enum MatchMode
  590. {
  591. BasedShape,
  592. BasedGray,
  593. }
  594. [Serializable]
  595. public enum RegionType
  596. {
  597. AllImage,
  598. Rectangle1,
  599. Rectangle2,
  600. Circle,
  601. Ellipse,
  602. MultPoint,
  603. Ring,
  604. Any,
  605. }
  606. /// <summary>
  607. /// 模板匹配结果
  608. /// </summary>
  609. [Serializable]
  610. public struct MatchResult
  611. {
  612. internal double Row;
  613. internal double Col;
  614. internal double Angle;
  615. internal double Socre;
  616. }
  617. }