已知ConcurrentBag<Point2f> Allpoints 点集,由Ransac直线拟合 ,请基于oPencvsharp4.5生成函数
时间: 2024-03-18 07:45:58 浏览: 142
您好!根据您的要求,可以提供以下基于OpenCVSharp 4.5的函数:
```csharp
using System.Collections.Concurrent;
using OpenCvSharp;
public static LineSegmentPolar2f RansacLineFitting(ConcurrentBag<Point2f> allPoints, int iterations, float threshold)
{
LineSegmentPolar2f bestLine = new LineSegmentPolar2f();
int bestScore = 0;
Random rand = new Random();
for (int i = 0; i < iterations; i++)
{
// Randomly select two points
Point2f[] points = allPoints.OrderBy(x => rand.Next()).Take(2).ToArray();
// Compute line equation using two points
LineSegmentPolar2f line = new LineSegmentPolar2f(points[0], points[1]);
// Count number of inliers
int score = 0;
foreach (Point2f p in allPoints)
{
if (line.Distance(p) < threshold)
{
score++;
}
}
// Update best line if current line has better score
if (score > bestScore)
{
bestLine = line;
bestScore = score;
}
}
return bestLine;
}
```
这个函数接受一个ConcurrentBag<Point2f>类型的点集作为输入,以及RANSAC算法所需的迭代次数和阈值。它将返回一个LineSegmentPolar2f类型的直线段,该直线段是使用RANSAC算法拟合点集得到的最佳直线段。
请注意,此函数需要引用OpenCvSharp 4.5库。
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