分水岭算法(cv::watershed)。需要输入图像 + 标记图(不同整数标记不同种子区域,0 为未知),按梯度地形淹没求得分割边界。上游常用 opencv_threshold + opencv_connected_components 生成标记。
所属模块:OpenCV 图像分割 · 任务类型:opencv_watershed
端口
输入
| 端口 | 数据类型 | 必填 |
|---|---|---|
in | Image / cv::Mat | ✓ |
markers | Image / cv::Mat | — |
输出
| 端口 | 数据类型 | 必填 |
|---|---|---|
out | cv::Mat | ✓ |
参数
| 参数 | 类型 | 默认值 | 范围 / 选项 | 说明 |
|---|---|---|---|---|
rect_x | int | -1 | [-1, 16384] | |
rect_y | int | -1 | [-1, 16384] | |
rect_width | int | -1 | [-1, 16384] | |
rect_height | int | -1 | [-1, 16384] |
示例图
示例图为最小可运行流水线(读取 → 处理 → 写出),可直接拖入 GraphStudio 或保存为 .json 后用 --open 打开;data/test.png 替换为实际图像路径。
{
"version": "2.0",
"tasks": [
{
"id": "read1",
"type": "opencv_image_read",
"params": {
"file_path": "data/test.png"
}
},
{
"id": "read2",
"type": "opencv_image_read",
"params": {
"file_path": "data/test.png"
}
},
{
"id": "node",
"type": "opencv_watershed",
"params": {
"rect_x": -1,
"rect_y": -1,
"rect_width": -1,
"rect_height": -1
}
},
{
"id": "save",
"type": "opencv_image_write",
"params": {
"file_path": "out_out.png"
}
}
],
"edges": [
{
"from": "read1",
"from_port": "out",
"to": "node",
"to_port": "in"
},
{
"from": "read2",
"from_port": "out",
"to": "node",
"to_port": "markers"
},
{
"from": "node",
"from_port": "out",
"to": "save",
"to_port": "in"
}
]
}
本文是 GraphStudio 节点手册 系列文章之一;参数与行为以最新发布版为准。对应英文版见页面语言切换。