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  • 点文字识别

    图片预处理

    目标区域定位(一般固定的方式可以用工具画出大致区域)

    灰度化

    文字矫正(放射变换)

    二值化

    膨胀腐蚀等,断开联通区域,

    如果没有很好的把每个字符分开,考虑Shape_Trans转换成矩形,再分割矩形

    分割后的区域s与二值化后的区域求交, 结果集一般就是一个一个字符了

    然后将区域与图片(白底黑字)叫个mlp做识别

    read_image (Image, 'dot')
    
    * dots_image (Image, DotImage,15, 'dark', 0)
    get_image_size (Image, Width, Height)
    gen_rectangle1 (ROI_0, 72.7942, 110.25, 466.877, 852.086)
    
    text_line_orientation (ROI_0, Image, 25, -0.523599, 0.523599, OrientationAngle)
    vector_angle_to_rigid (Width/2, Height/2, OrientationAngle, Width/2, Height/2, 0, HomMat2D)
    affine_trans_image (Image, ImageAffineTrans, HomMat2D, 'constant', 'false')
    
    dots_image (ImageAffineTrans, DotImage, 7, 'dark', 0)
    reduce_domain (DotImage, ROI_0, ImageReduced)
    binary_threshold (ImageReduced, Region, 'max_separability', 'light', UsedThreshold)
    dilation_rectangle1 (Region, RegionDilation, 10, 10)
    connection (RegionDilation, ConnectedRegions)
    shape_trans (ConnectedRegions, RegionTrans, 'rectangle1')
    select_shape (RegionTrans, SelectedRegions, ['width','height'], 'and', [20.092,18.807], [98.807,100])
    partition_rectangle (SelectedRegions, Partitioned, 30, 80)
    intersection (Partitioned, Region, RegionIntersection)
    sort_region (RegionIntersection, SortedRegions, 'character', 'true', 'row')
    read_ocr_class_mlp ('DotPrint_0-9A-Z_Rej.omc', OCRHandle)
    invert_image (ImageReduced, ImageInvert)
    do_ocr_multi_class_mlp (SortedRegions, ImageInvert, OCRHandle, Class, Confidence)
    smallest_rectangle1 (SortedRegions, Row1, Column1, Row2, Column2)
    count_obj (SortedRegions, Number)
    dev_display (ImageInvert)
    for Index := 1 to Number by 1
        disp_message (200000, Class[Index-1], 'image', Row2[Index-1], Column1[Index-1], 'red', 'true')
    endfor
    * invert_image (Image, ImageInvert)
    View Code

     

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  • 原文地址:https://www.cnblogs.com/wdfrog/p/15018911.html
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