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模板匹配 - 卡尺工具找圆

金属表面圆孔的识别与定位

步骤：

1. 模板匹配的方式找到圆孔

    图片质量不好，对比度较差，需要对图像进行预处理，使图像变得更清楚，对比度变强；

    illuminate,equ_histo_image

    

 

   模板匹配获取圆孔的的轮廓

2. 由第一步获取轮廓，拟合一个圆形，再通过卡尺工具得到圆孔的圆，得到圆心坐标，即可实现精定位。

 1 list_files('E:/学习/Halcon/模板匹配/金属圆环', 'files', Files)
 2 tuple_regexp_select(Files, '.*', Selection)
 3 
 4 read_image(Image, Files[0])
 5 
 6 *图像预处理
 7 illuminate(Image, ImageIlluminate, 101, 101, 0.7)
 8 equ_histo_image(ImageIlluminate, ImageEquHisto)
 9 dev_set_draw('margin')
10 gen_circle (ROI_0, 657.5, 516.629, 38.984)
11 
12 reduce_domain(ImageEquHisto, ROI_0, ImageReduced)
13 inspect_shape_model(ImageReduced, ModelImages, ModelRegions, 4, 40)
14 
15 create_shape_model(ImageReduced, 4, -0.39, 0.79, 'auto', 'auto', 'use_polarity', 40, 5, ModelID)
16 get_shape_model_contours(ModelContours, ModelID, 1)
17 find_shape_model(Image, ModelID, -0.39, 0.78, 0.5, 1, 0.5, 'least_squares', 0, 0.9, Row, Column, Angle, Score)
18 
19 vector_angle_to_rigid(0, 0, 0, Row, Column, 0, HomMat2D)
20 affine_trans_contour_xld(ModelContours, ContoursAffinTrans, HomMat2D)
21 dev_clear_window()
22 dev_display(Image)
23 dev_display(ContoursAffinTrans)
24 for I := 0 to |Files|-1 by 1
25     read_image(Image, Files[I])
26     illuminate(Image, ImageIlluminate, 101, 101, 0.7)
27     equ_histo_image(ImageIlluminate, ImageEquHisto)
28     find_shape_model(ImageEquHisto, ModelID, -0.39, 0.78, 0.5, 1, 0.5, 'least_squares', 0, 0.9, Row, Column, Angle, Score)
29 
30     vector_angle_to_rigid(0, 0, 0, Row, Column, 0, HomMat2D)
31     affine_trans_contour_xld(ModelContours, ContoursAffinTrans, HomMat2D)
32     
33     dev_clear_window()
34     dev_display(ImageEquHisto)
35     dev_display(ContoursAffinTrans)
36     
37      union_adjacent_contours_xld(ContoursAffinTrans, UnionContours, 100, 50, 'attr_keep')
38      dev_set_color('green')
39      dev_display(UnionContours)
40      length_xld(UnionContours, Length)
41      tuple_max(Length, Max)
42      tuple_find(Length, Max, Indices)
43      
44      select_obj(UnionContours, ObjectSelected, Indices+1)  //获取外圆的轮廓
45      dev_clear_window()
46      dev_display(ImageEquHisto)
47      fit_circle_contour_xld(ObjectSelected, 'algebraic', -1, 0, 0, 3, 2, CircleRow, CircleColumn, CircleRadius, StartPhi, EndPhi, PointOrder)
48      gen_circle(Circle, CircleRow, CircleColumn, CircleRadius)
49      dev_display(Circle)
50     
51      create_metrology_model(MetrologyHandle)
52      CircleParam :=[CircleRow, CircleColumn, CircleRadius]
53      add_metrology_object_generic(MetrologyHandle, 'circle', CircleParam, 10, 5, 1, 30, [], [], Index)
54 
55      set_metrology_object_param(MetrologyHandle, 'all', 'measure_transition', 'positive')
56     
57      apply_metrology_model(ImageEquHisto, MetrologyHandle)
58      get_metrology_object_measures(Contours, MetrologyHandle, 'all', 'all', Row1, Column1)   
59      get_metrology_object_result(MetrologyHandle, 'all', 'all', 'result_type', 'all_param', Parameter)
60      get_metrology_object_result_contour(Contour, MetrologyHandle, 'all', 'all', 1.5)
61      gen_cross_contour_xld(Cross, Row1, Column1, 20, Angle)
62 
63      dev_clear_window()
64      dev_display(ImageEquHisto)
65         dev_set_color('green')
66      dev_display(Contours)
67         dev_set_color('blue')
68      dev_display(Contour)
69         dev_set_color('red')
70      dev_display(Cross)
71      clear_metrology_model(MetrologyHandle)
72      stop()
73 endfor

运行结果：

 

 

posted on 2022-04-08 13:48  行远-自迩  阅读(578)  评论(0)  编辑  收藏  举报