Halcon学习:静态车牌识别

算法逻辑:原图转3通道并转为HSV控件,看哪个图更适合进行车牌识别,进行阈值分割,然后把获得的区域进行合并并且通过OCR识别库识别。

 1 dev_open_window (0, 0, 512, 512, 'black', WindowHandle)
 2 dev_open_file_dialog ('read_image', 'default', 'default', Selection)
 3 read_image (Image, Selection)
 4 *图像反色
 5 invert_image (Image, ImageInvert)
 6 
 7 *转3通道并转为hsv空间
 8 decompose3 (ImageInvert, R, G, B)
 9 trans_from_rgb (R, G, B, H, S, V, 'hsv')
10 *分割
11 threshold (S, Regions, 130, 255)
12 connection (Regions, ConnectedRegions)
13 *获取
14 select_shape (ConnectedRegions, SelectedRegions, ['area','row'], 'and', [70,135.73], [95,195.9])
15 *整合
16 union1 (SelectedRegions, RegionUnion)
17 *包含
18 shape_trans (RegionUnion, RegionTrans, 'rectangle2')
19 
20 *获得Phi
21 orientation_region (RegionTrans, Phi)
22 area_center (RegionTrans, Area, Row, Column)
23 vector_angle_to_rigid (Row, Column, Phi, Row, Column, rad(180), HomMat2D)
24 * vector_angle_to_rigid (Row, Column, Phi, Row, Column, 0, HomMat2D)
25 *旋转图像
26 affine_trans_image (Image, ImageAffinTrans, HomMat2D, 'constant', 'false')
27 *旋转区域,让车牌摆正,以便于之后的识别
28 affine_trans_region (RegionTrans, RegionAffineTrans, HomMat2D, 'nearest_neighbor')
29 * rotate_image (RegionAffineTrans, ImageRotate1, 180, 'constant')
30 *获取区域图像
31 reduce_domain (ImageAffinTrans, RegionAffineTrans, ImageReduced)
32 * rotate_image (ImageReduced, ImageRotate2, 180, 'constant')
33 *转灰度
34 rgb1_to_gray (ImageReduced, GrayImage)
35 *旋转180
36 * rotate_image (GrayImage, ImageRotate3, 180, 'constant')
37 
38 threshold (GrayImage, Region1, 77, 252)
39 *获取所有个体
40 connection (Region1, ConnectedRegions1)
41 select_shape (ConnectedRegions1, SelectedRegions1, 'area', 'and', 63.76, 500)
42 
43 sort_region (SelectedRegions1, SortedRegions, 'character', 'true', 'Column')
44 *用OCR识别库识别
45 read_ocr_class_mlp ('Industrial_0-9A-Z_NoRej.omc', OCRHandle)
46 do_ocr_multi_class_mlp (SortedRegions, ImageInvert, OCRHandle, Class, Confidence)
47 dev_display (Image)
48 disp_message (WindowHandle, Class, 'window', 0, 0, 'black', 'true')

流程图:

  

  

 

 

posted @ 2020-09-18 14:46  周~锡林  阅读(373)  评论(0编辑  收藏  举报