我有一条从a到B的直线和一个半径为R的圆。

用什么算法来检查直线是否与圆相交?它在圆边的哪个坐标上?


当前回答

只是这个线程的一个补充… 下面是pahlevan发布的代码版本,但针对c# /XNA,并做了一些整理:

    /// <summary>
    /// Intersects a line and a circle.
    /// </summary>
    /// <param name="location">the location of the circle</param>
    /// <param name="radius">the radius of the circle</param>
    /// <param name="lineFrom">the starting point of the line</param>
    /// <param name="lineTo">the ending point of the line</param>
    /// <returns>true if the line and circle intersect each other</returns>
    public static bool IntersectLineCircle(Vector2 location, float radius, Vector2 lineFrom, Vector2 lineTo)
    {
        float ab2, acab, h2;
        Vector2 ac = location - lineFrom;
        Vector2 ab = lineTo - lineFrom;
        Vector2.Dot(ref ab, ref ab, out ab2);
        Vector2.Dot(ref ac, ref ab, out acab);
        float t = acab / ab2;

        if (t < 0)
            t = 0;
        else if (t > 1)
            t = 1;

        Vector2 h = ((ab * t) + lineFrom) - location;
        Vector2.Dot(ref h, ref h, out h2);

        return (h2 <= (radius * radius));
    }

其他回答

这里你需要一些数学知识:

假设A = (Xa, Ya), B = (Xb, Yb), C = (Xc, Yc)。从A到B的直线上的任意一点都有坐标(*Xa + (1-)Xb, * ya + (1-)*Yb) = P

如果点P的距离是R到C,它一定在圆上。你想要的是解决

distance(P, C) = R

这是

(alpha*Xa + (1-alpha)*Xb)^2 + (alpha*Ya + (1-alpha)*Yb)^2 = R^2
alpha^2*Xa^2 + alpha^2*Xb^2 - 2*alpha*Xb^2 + Xb^2 + alpha^2*Ya^2 + alpha^2*Yb^2 - 2*alpha*Yb^2 + Yb^2=R^2
(Xa^2 + Xb^2 + Ya^2 + Yb^2)*alpha^2 - 2*(Xb^2 + Yb^2)*alpha + (Xb^2 + Yb^2 - R^2) = 0

如果你将abc公式应用到这个方程来求解,并使用alpha的解来计算P的坐标,你会得到交点,如果存在的话。

采取

E是射线的起点, L是射线的端点, C是你测试的圆心 R是球面的半径

计算: d = L - E(射线方向矢量,从头到尾) f = E - C(从中心球到射线起点的向量)

然后通过…找到交点。 堵塞: P = E + t * d 这是一个参数方程 Px = Ex + tdx Py = Ey + tdy 成 (x - h)2 + (y - k)2 = r2 (h,k) =圆心。

注意:我们在这里将问题简化为2D,我们得到的解决方案也适用于3D

得到:

Expand x2 - 2xh + h2 + y2 - 2yk + k2 - r2 = 0 Plug x = ex + tdx y = ey + tdy ( ex + tdx )2 - 2( ex + tdx )h + h2 + ( ey + tdy )2 - 2( ey + tdy )k + k2 - r2 = 0 Explode ex2 + 2extdx + t2dx2 - 2exh - 2tdxh + h2 + ey2 + 2eytdy + t2dy2 - 2eyk - 2tdyk + k2 - r2 = 0 Group t2( dx2 + dy2 ) + 2t( exdx + eydy - dxh - dyk ) + ex2 + ey2 - 2exh - 2eyk + h2 + k2 - r2 = 0 Finally, t2( d · d ) + 2t( e · d - d · c ) + e · e - 2( e · c ) + c · c - r2 = 0 Where d is the vector d and · is the dot product. And then, t2( d · d ) + 2t( d · ( e - c ) ) + ( e - c ) · ( e - c ) - r2 = 0 Letting f = e - c t2( d · d ) + 2t( d · f ) + f · f - r2 = 0

所以我们得到: T2 *(d·d) + 2t*(f·d) + (f·f - r2) = 0

求解二次方程:

float a = d.Dot( d ) ;
float b = 2*f.Dot( d ) ;
float c = f.Dot( f ) - r*r ;

float discriminant = b*b-4*a*c;
if( discriminant < 0 )
{
  // no intersection
}
else
{
  // ray didn't totally miss sphere,
  // so there is a solution to
  // the equation.
  
  discriminant = sqrt( discriminant );

  // either solution may be on or off the ray so need to test both
  // t1 is always the smaller value, because BOTH discriminant and
  // a are nonnegative.
  float t1 = (-b - discriminant)/(2*a);
  float t2 = (-b + discriminant)/(2*a);

  // 3x HIT cases:
  //          -o->             --|-->  |            |  --|->
  // Impale(t1 hit,t2 hit), Poke(t1 hit,t2>1), ExitWound(t1<0, t2 hit), 

  // 3x MISS cases:
  //       ->  o                     o ->              | -> |
  // FallShort (t1>1,t2>1), Past (t1<0,t2<0), CompletelyInside(t1<0, t2>1)
  
  if( t1 >= 0 && t1 <= 1 )
  {
    // t1 is the intersection, and it's closer than t2
    // (since t1 uses -b - discriminant)
    // Impale, Poke
    return true ;
  }

  // here t1 didn't intersect so we are either started
  // inside the sphere or completely past it
  if( t2 >= 0 && t2 <= 1 )
  {
    // ExitWound
    return true ;
  }
  
  // no intn: FallShort, Past, CompletelyInside
  return false ;
}

另一种方法使用三角形ABC面积公式。交点检验比投影法简单高效,但求交点坐标需要更多的工作。至少它会被推迟到需要的时候。

三角形面积的计算公式为:area = bh/2

b是底长,h是高。我们选择线段AB作为底,使h是圆心C到直线的最短距离。

因为三角形的面积也可以用向量点积来计算,所以我们可以确定h。

// compute the triangle area times 2 (area = area2/2)
area2 = abs( (Bx-Ax)*(Cy-Ay) - (Cx-Ax)(By-Ay) )

// compute the AB segment length
LAB = sqrt( (Bx-Ax)² + (By-Ay)² )

// compute the triangle height
h = area2/LAB

// if the line intersects the circle
if( h < R )
{
    ...
}        

更新1:

您可以通过使用这里描述的快速平方根倒数计算来优化代码,以获得1/LAB的良好近似值。

计算交点并不难。开始了

// compute the line AB direction vector components
Dx = (Bx-Ax)/LAB
Dy = (By-Ay)/LAB

// compute the distance from A toward B of closest point to C
t = Dx*(Cx-Ax) + Dy*(Cy-Ay)

// t should be equal to sqrt( (Cx-Ax)² + (Cy-Ay)² - h² )

// compute the intersection point distance from t
dt = sqrt( R² - h² )

// compute first intersection point coordinate
Ex = Ax + (t-dt)*Dx
Ey = Ay + (t-dt)*Dy

// compute second intersection point coordinate
Fx = Ax + (t+dt)*Dx
Fy = Ay + (t+dt)*Dy

如果h = R,则直线AB与圆相切,且值dt = 0, E = F。点的坐标为E和F的坐标。

如果在应用程序中出现这种情况,您应该检查A与B是否不同,并且段长度不为空。

这里是一个用golang写的解决方案。这个方法和这里发布的其他一些答案类似,但不完全相同。它易于实现,并已经过测试。以下是步骤:

Translate coordinates so that the circle is at the origin. Express the line segment as parametrized functions of t for both the x and y coordinates. If t is 0, the function's values are one end point of the segment, and if t is 1, the function's values are the other end point. Solve, if possible, the quadratic equation resulting from constraining values of t that produce x, y coordinates with distances from the origin equal to the circle's radius. Throw out solutions where t is < 0 or > 1 ( <= 0 or >= 1 for an open segment). Those points are not contained in the segment. Translate back to original coordinates.

这里导出了二次曲线的A、B和C的值,其中(n-et)和(m-dt)分别是直线x坐标和y坐标的方程。R是圆的半径。

(n-et)(n-et) + (m-dt)(m-dt) = rr
nn - 2etn + etet + mm - 2mdt + dtdt = rr
(ee+dd)tt - 2(en + dm)t + nn + mm - rr = 0

因此A = ee+dd, B = - 2(en + dm), C = nn + mm - rr。

下面是函数的golang代码:

package geom

import (
    "math"
)

// SegmentCircleIntersection return points of intersection between a circle and
// a line segment. The Boolean intersects returns true if one or
// more solutions exist. If only one solution exists, 
// x1 == x2 and y1 == y2.
// s1x and s1y are coordinates for one end point of the segment, and
// s2x and s2y are coordinates for the other end of the segment.
// cx and cy are the coordinates of the center of the circle and
// r is the radius of the circle.
func SegmentCircleIntersection(s1x, s1y, s2x, s2y, cx, cy, r float64) (x1, y1, x2, y2 float64, intersects bool) {
    // (n-et) and (m-dt) are expressions for the x and y coordinates
    // of a parameterized line in coordinates whose origin is the
    // center of the circle.
    // When t = 0, (n-et) == s1x - cx and (m-dt) == s1y - cy
    // When t = 1, (n-et) == s2x - cx and (m-dt) == s2y - cy.
    n := s2x - cx
    m := s2y - cy

    e := s2x - s1x
    d := s2y - s1y

    // lineFunc checks if the  t parameter is in the segment and if so
    // calculates the line point in the unshifted coordinates (adds back
    // cx and cy.
    lineFunc := func(t float64) (x, y float64, inBounds bool) {
        inBounds = t >= 0 && t <= 1 // Check bounds on closed segment
        // To check bounds for an open segment use t > 0 && t < 1
        if inBounds { // Calc coords for point in segment
            x = n - e*t + cx
            y = m - d*t + cy
        }
        return
    }

    // Since we want the points on the line distance r from the origin,
    // (n-et)(n-et) + (m-dt)(m-dt) = rr.
    // Expanding and collecting terms yeilds the following quadratic equation:
    A, B, C := e*e+d*d, -2*(e*n+m*d), n*n+m*m-r*r

    D := B*B - 4*A*C // discriminant of quadratic
    if D < 0 {
        return // No solution
    }
    D = math.Sqrt(D)

    var p1In, p2In bool
    x1, y1, p1In = lineFunc((-B + D) / (2 * A)) // First root
    if D == 0.0 {
        intersects = p1In
        x2, y2 = x1, y1
        return // Only possible solution, quadratic has one root.
    }

    x2, y2, p2In = lineFunc((-B - D) / (2 * A)) // Second root

    intersects = p1In || p2In
    if p1In == false { // Only x2, y2 may be valid solutions
        x1, y1 = x2, y2
    } else if p2In == false { // Only x1, y1 are valid solutions
        x2, y2 = x1, y1
    }
    return
}

我用这个函数进行了测试,确认解点在线段内和圆上。它创建了一个测试段,并围绕给定的圆进行扫描:

package geom_test

import (
    "testing"

    . "**put your package path here**"
)

func CheckEpsilon(t *testing.T, v, epsilon float64, message string) {
    if v > epsilon || v < -epsilon {
        t.Error(message, v, epsilon)
        t.FailNow()
    }
}

func TestSegmentCircleIntersection(t *testing.T) {
    epsilon := 1e-10      // Something smallish
    x1, y1 := 5.0, 2.0    // segment end point 1
    x2, y2 := 50.0, 30.0  // segment end point 2
    cx, cy := 100.0, 90.0 // center of circle
    r := 80.0

    segx, segy := x2-x1, y2-y1

    testCntr, solutionCntr := 0, 0

    for i := -100; i < 100; i++ {
        for j := -100; j < 100; j++ {
            testCntr++
            s1x, s2x := x1+float64(i), x2+float64(i)
            s1y, s2y := y1+float64(j), y2+float64(j)

            sc1x, sc1y := s1x-cx, s1y-cy
            seg1Inside := sc1x*sc1x+sc1y*sc1y < r*r
            sc2x, sc2y := s2x-cx, s2y-cy
            seg2Inside := sc2x*sc2x+sc2y*sc2y < r*r

            p1x, p1y, p2x, p2y, intersects := SegmentCircleIntersection(s1x, s1y, s2x, s2y, cx, cy, r)

            if intersects {
                solutionCntr++
                //Check if points are on circle
                c1x, c1y := p1x-cx, p1y-cy
                deltaLen1 := (c1x*c1x + c1y*c1y) - r*r
                CheckEpsilon(t, deltaLen1, epsilon, "p1 not on circle")

                c2x, c2y := p2x-cx, p2y-cy
                deltaLen2 := (c2x*c2x + c2y*c2y) - r*r
                CheckEpsilon(t, deltaLen2, epsilon, "p2 not on circle")

                // Check if points are on the line through the line segment
                // "cross product" of vector from a segment point to the point
                // and the vector for the segment should be near zero
                vp1x, vp1y := p1x-s1x, p1y-s1y
                crossProd1 := vp1x*segy - vp1y*segx
                CheckEpsilon(t, crossProd1, epsilon, "p1 not on line ")

                vp2x, vp2y := p2x-s1x, p2y-s1y
                crossProd2 := vp2x*segy - vp2y*segx
                CheckEpsilon(t, crossProd2, epsilon, "p2 not on line ")

                // Check if point is between points s1 and s2 on line
                // This means the sign of the dot prod of the segment vector
                // and point to segment end point vectors are opposite for
                // either end.
                wp1x, wp1y := p1x-s2x, p1y-s2y
                dp1v := vp1x*segx + vp1y*segy
                dp1w := wp1x*segx + wp1y*segy
                if (dp1v < 0 && dp1w < 0) || (dp1v > 0 && dp1w > 0) {
                    t.Error("point not contained in segment ", dp1v, dp1w)
                    t.FailNow()
                }

                wp2x, wp2y := p2x-s2x, p2y-s2y
                dp2v := vp2x*segx + vp2y*segy
                dp2w := wp2x*segx + wp2y*segy
                if (dp2v < 0 && dp2w < 0) || (dp2v > 0 && dp2w > 0) {
                    t.Error("point not contained in segment ", dp2v, dp2w)
                    t.FailNow()
                }

                if s1x == s2x && s2y == s1y { //Only one solution
                    // Test that one end of the segment is withing the radius of the circle
                    // and one is not
                    if seg1Inside && seg2Inside {
                        t.Error("Only one solution but both line segment ends inside")
                        t.FailNow()
                    }
                    if !seg1Inside && !seg2Inside {
                        t.Error("Only one solution but both line segment ends outside")
                        t.FailNow()
                    }

                }
            } else { // No intersection, check if both points outside or inside
                if (seg1Inside && !seg2Inside) || (!seg1Inside && seg2Inside) {
                    t.Error("No solution but only one point in radius of circle")
                    t.FailNow()
                }
            }
        }
    }
    t.Log("Tested ", testCntr, " examples and found ", solutionCntr, " solutions.")
}

下面是测试的输出:

=== RUN   TestSegmentCircleIntersection
--- PASS: TestSegmentCircleIntersection (0.00s)
    geom_test.go:105: Tested  40000  examples and found  7343  solutions.

最后,该方法很容易扩展到射线从一点开始,经过另一点并延伸到无穷远的情况,只需测试t > 0或t < 1,而不是两者都测试。

如果直线的坐标为A.x, A.y和B.x, B.y,圆心为C.x, C.y,则直线公式为:

x = A.x * t + B.x * (1 - t)

y = A.y * t + B.y * (1 - t)

0 < = t < = 1

这个圆是

(C.x - x)²+ (C.y - y)²= R²

如果你把直线的x和y公式代入圆公式,你会得到一个t的二阶方程,它的解是交点(如果有的话)。如果你得到的t小于0或大于1,那么它不是一个解,但它表明这条线“指向”圆的方向。