halcon写一个白底白胶胶水检测
时间: 2023-08-25 09:27:03 浏览: 129
以下是使用Halcon实现白底白胶胶水检测的代码示例:
1. 读取图像并转换为灰度图像
```
read_image(Image, 'image.jpg')
convert_image_type(Image, 'byte')
gray_image(ImageGray, Image)
```
2. 对图像进行平滑处理
```
gaussian_image(ImageGray, ImageSmoothed, 5)
```
3. 对图像进行阈值分割
```
threshold(ImageSmoothed, RegionWhite, 150, 255)
```
4. 对白色区域进行形态学处理
```
connection(RegionWhite, ConnectedRegions)
opening_circle(ConnectedRegions, ConnectedRegionsOpened, 10.5)
closing_circle(ConnectedRegionsOpened, ConnectedRegionsClosed, 10.5)
```
5. 检测白胶胶水区域
```
threshold(ImageSmoothed, RegionGlue, 10, 100)
connection(RegionGlue, ConnectedRegions)
select_shape(ConnectedRegions, SelectedRegions, 'area', 'and', [100, 10000])
reduce_domain(ImageSmoothed, SelectedRegions, ImageGlue)
```
6. 检测白底区域
```
difference(RegionWhite, RegionGlue, RegionBackground)
connection(RegionBackground, ConnectedRegions)
select_shape(ConnectedRegions, SelectedRegions, 'area', 'and', [10000, 100000])
reduce_domain(ImageSmoothed, SelectedRegions, ImageBackground)
```
7. 将检测到的白胶胶水和白底区域合并
```
add_image(ImageGlue, ImageBackground, ImageResult)
```
以上是一个简单的白底白胶胶水检测的示例代码,具体的参数需要根据实际情况进行调整。
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