我如何确定两条直线是否相交,如果相交,在x,y点处?
当前回答
基于@Gareth Rees的回答,Python版本:
import numpy as np
def np_perp( a ) :
b = np.empty_like(a)
b[0] = a[1]
b[1] = -a[0]
return b
def np_cross_product(a, b):
return np.dot(a, np_perp(b))
def np_seg_intersect(a, b, considerCollinearOverlapAsIntersect = False):
# https://stackoverflow.com/questions/563198/how-do-you-detect-where-two-line-segments-intersect/565282#565282
# http://www.codeproject.com/Tips/862988/Find-the-intersection-point-of-two-line-segments
r = a[1] - a[0]
s = b[1] - b[0]
v = b[0] - a[0]
num = np_cross_product(v, r)
denom = np_cross_product(r, s)
# If r x s = 0 and (q - p) x r = 0, then the two lines are collinear.
if np.isclose(denom, 0) and np.isclose(num, 0):
# 1. If either 0 <= (q - p) * r <= r * r or 0 <= (p - q) * s <= * s
# then the two lines are overlapping,
if(considerCollinearOverlapAsIntersect):
vDotR = np.dot(v, r)
aDotS = np.dot(-v, s)
if (0 <= vDotR and vDotR <= np.dot(r,r)) or (0 <= aDotS and aDotS <= np.dot(s,s)):
return True
# 2. If neither 0 <= (q - p) * r = r * r nor 0 <= (p - q) * s <= s * s
# then the two lines are collinear but disjoint.
# No need to implement this expression, as it follows from the expression above.
return None
if np.isclose(denom, 0) and not np.isclose(num, 0):
# Parallel and non intersecting
return None
u = num / denom
t = np_cross_product(v, s) / denom
if u >= 0 and u <= 1 and t >= 0 and t <= 1:
res = b[0] + (s*u)
return res
# Otherwise, the two line segments are not parallel but do not intersect.
return None
其他回答
有一个很好的方法来解决这个问题就是用向量叉乘。定义二维向量叉乘v × w为vx wy−vy wx。
假设这两条线段从p到p + r,从q到q + s。那么第一行上的任意点都可以表示为p + t r(对于标量参数t),第二行上的任意点可以表示为q + u s(对于标量参数u)。
如果t和u满足以下条件,两条直线相交:
P + t r = q + u s
两边叉乘s,得到
(p + r) × s = (q + u s) × s
由于s × s = 0,这意味着
T (r × s) = (q−p) × s
因此,求解t:
T = (q−p) × s / (r × s)
同样地,我们可以解出u:
(p + r) × r = (q + u s) × r U (s × r) = (p−q) × r U = (p−q) × r / (s × r)
为了减少计算步骤,可以方便地将其重写为以下形式(记住s × r =−r × s):
U = q−p × r / (r × s)
现在有四种情况:
If r × s = 0 and (q − p) × r = 0, then the two lines are collinear. In this case, express the endpoints of the second segment (q and q + s) in terms of the equation of the first line segment (p + t r): t0 = (q − p) · r / (r · r) t1 = (q + s − p) · r / (r · r) = t0 + s · r / (r · r) If the interval between t0 and t1 intersects the interval [0, 1] then the line segments are collinear and overlapping; otherwise they are collinear and disjoint. Note that if s and r point in opposite directions, then s · r < 0 and so the interval to be checked is [t1, t0] rather than [t0, t1]. If r × s = 0 and (q − p) × r ≠ 0, then the two lines are parallel and non-intersecting. If r × s ≠ 0 and 0 ≤ t ≤ 1 and 0 ≤ u ≤ 1, the two line segments meet at the point p + t r = q + u s. Otherwise, the two line segments are not parallel but do not intersect.
来源:该方法是3D线相交算法的2维专门化,来自Ronald Goldman发表在Graphics Gems,第304页的文章“三条线在三维空间中的相交”。在三维空间中,通常的情况是直线是倾斜的(既不平行也不相交),在这种情况下,该方法给出了两条直线最接近的点。
根据t3chb0t的答案:
int intersezione_linee(int x1, int y1, int x2, int y2, int x3, int y3, int x4, int y4, int& p_x, int& p_y)
{
//L1: estremi (x1,y1)(x2,y2) L2: estremi (x3,y3)(x3,y3)
int d;
d = (x1-x2)*(y3-y4) - (y1-y2)*(x3-x4);
if(!d)
return 0;
p_x = ((x1*y2-y1*x2)*(x3-x4) - (x1-x2)*(x3*y4-y3*x4))/d;
p_y = ((x1*y2-y1*x2)*(y3-y4) - (y1-y2)*(x3*y4-y3*x4))/d;
return 1;
}
int in_bounding_box(int x1, int y1, int x2, int y2, int p_x, int p_y)
{
return p_x>=x1 && p_x<=x2 && p_y>=y1 && p_y<=y2;
}
int intersezione_segmenti(int x1, int y1, int x2, int y2, int x3, int y3, int x4, int y4, int& p_x, int& p_y)
{
if (!intersezione_linee(x1,y1,x2,y2,x3,y3,x4,y4,p_x,p_y))
return 0;
return in_bounding_box(x1,y1,x2,y2,p_x,p_y) && in_bounding_box(x3,y3,x4,y4,p_x,p_y);
}
上面有很多解决方案,但我认为下面的解决方案很简单,很容易理解。
矢量AB和矢量CD相交当且仅当
端点a和b在线段CD的两边。 端点c和d在线段AB的对边。
更具体地说,a和b在线段CD的对面当且仅当两个三元组中有一个是逆时针顺序的。
Intersect(a, b, c, d)
if CCW(a, c, d) == CCW(b, c, d)
return false;
else if CCW(a, b, c) == CCW(a, b, d)
return false;
else
return true;
这里的CCW代表逆时针,根据点的方向返回真/假。
来源:http://compgeom.cs.uiuc.edu/~jeffe/teaching/373/notes/x06-sweepline.pdf 第二页
我认为这个问题有一个更简单的解决方案。今天我想到了另一个想法,看起来效果不错(至少在2D中)。你所要做的就是计算两条直线的交点,然后检查计算的交点是否在两条线段的边界框内。如果是,两条线段相交。就是这样。
编辑:
这就是我如何计算交集(我不知道我在哪里找到了这个代码片段)
Point3D
来自
System.Windows.Media.Media3D
public static Point3D? Intersection(Point3D start1, Point3D end1, Point3D start2, Point3D end2) {
double a1 = end1.Y - start1.Y;
double b1 = start1.X - end1.X;
double c1 = a1 * start1.X + b1 * start1.Y;
double a2 = end2.Y - start2.Y;
double b2 = start2.X - end2.X;
double c2 = a2 * start2.X + b2 * start2.Y;
double det = a1 * b2 - a2 * b1;
if (det == 0) { // lines are parallel
return null;
}
double x = (b2 * c1 - b1 * c2) / det;
double y = (a1 * c2 - a2 * c1) / det;
return new Point3D(x, y, 0.0);
}
这是我的BoundingBox类(为了回答的目的而简化):
public class BoundingBox {
private Point3D min = new Point3D();
private Point3D max = new Point3D();
public BoundingBox(Point3D point) {
min = point;
max = point;
}
public Point3D Min {
get { return min; }
set { min = value; }
}
public Point3D Max {
get { return max; }
set { max = value; }
}
public bool Contains(BoundingBox box) {
bool contains =
min.X <= box.min.X && max.X >= box.max.X &&
min.Y <= box.min.Y && max.Y >= box.max.Y &&
min.Z <= box.min.Z && max.Z >= box.max.Z;
return contains;
}
public bool Contains(Point3D point) {
return Contains(new BoundingBox(point));
}
}
许多答案把所有的计算都打包成一个函数。如果您需要计算直线斜率、y轴截距或x轴截距,以便在代码的其他地方使用,那么这些计算将是冗余的。我分离出了各自的函数,使用了明显的变量名,并注释了我的代码以使其更易于理解。我需要知道直线是否无限超出它们的端点,所以在JavaScript中:
http://jsfiddle.net/skibulk/evmqq00u/
var point_a = {x:0, y:10},
point_b = {x:12, y:12},
point_c = {x:10, y:0},
point_d = {x:0, y:0},
slope_ab = slope(point_a, point_b),
slope_bc = slope(point_b, point_c),
slope_cd = slope(point_c, point_d),
slope_da = slope(point_d, point_a),
yint_ab = y_intercept(point_a, slope_ab),
yint_bc = y_intercept(point_b, slope_bc),
yint_cd = y_intercept(point_c, slope_cd),
yint_da = y_intercept(point_d, slope_da),
xint_ab = x_intercept(point_a, slope_ab, yint_ab),
xint_bc = x_intercept(point_b, slope_bc, yint_bc),
xint_cd = x_intercept(point_c, slope_cd, yint_cd),
xint_da = x_intercept(point_d, slope_da, yint_da),
point_aa = intersect(slope_da, yint_da, xint_da, slope_ab, yint_ab, xint_ab),
point_bb = intersect(slope_ab, yint_ab, xint_ab, slope_bc, yint_bc, xint_bc),
point_cc = intersect(slope_bc, yint_bc, xint_bc, slope_cd, yint_cd, xint_cd),
point_dd = intersect(slope_cd, yint_cd, xint_cd, slope_da, yint_da, xint_da);
console.log(point_a, point_b, point_c, point_d);
console.log(slope_ab, slope_bc, slope_cd, slope_da);
console.log(yint_ab, yint_bc, yint_cd, yint_da);
console.log(xint_ab, xint_bc, xint_cd, xint_da);
console.log(point_aa, point_bb, point_cc, point_dd);
function slope(point_a, point_b) {
var i = (point_b.y - point_a.y) / (point_b.x - point_a.x);
if (i === -Infinity) return Infinity;
if (i === -0) return 0;
return i;
}
function y_intercept(point, slope) {
// Horizontal Line
if (slope == 0) return point.y;
// Vertical Line
if (slope == Infinity)
{
// THE Y-Axis
if (point.x == 0) return Infinity;
// No Intercept
return null;
}
// Angled Line
return point.y - (slope * point.x);
}
function x_intercept(point, slope, yint) {
// Vertical Line
if (slope == Infinity) return point.x;
// Horizontal Line
if (slope == 0)
{
// THE X-Axis
if (point.y == 0) return Infinity;
// No Intercept
return null;
}
// Angled Line
return -yint / slope;
}
// Intersection of two infinite lines
function intersect(slope_a, yint_a, xint_a, slope_b, yint_b, xint_b) {
if (slope_a == slope_b)
{
// Equal Lines
if (yint_a == yint_b && xint_a == xint_b) return Infinity;
// Parallel Lines
return null;
}
// First Line Vertical
if (slope_a == Infinity)
{
return {
x: xint_a,
y: (slope_b * xint_a) + yint_b
};
}
// Second Line Vertical
if (slope_b == Infinity)
{
return {
x: xint_b,
y: (slope_a * xint_b) + yint_a
};
}
// Not Equal, Not Parallel, Not Vertical
var i = (yint_b - yint_a) / (slope_a - slope_b);
return {
x: i,
y: (slope_a * i) + yint_a
};
}