Howto Raytracer: Ray / Triangle Intersection Theory


Besides sphere and plane intersections another important one is the ray / triangle intersection, because most 3D models consist of triangles or can be converted to such a representation. So let’s learn how to do it to be able to model some complex models.

A triangle $T$ can be represented by three points $v0, v1, v2$ that define a plane. So first, we check if the ray intersects this plane. I already did a tutorial on ray / plane intersection so I won’t cover it again. If there is such an intersection it means we just have to check if this hitpoint $P$ lies within the bounds of the triangle. For this we calculate a different representation of $P$ with respect to the triangle: As the point is on the plane, it can be written as $P = v0 + su + tv$ for some $s,t$ where $u$ and $v$ are the “edge vectors” incident to $v0$.

triangle representation

Once we have found the values for $s,t$ the following has to be true for the point to be inside the triangle:

  1. $0 \leq s,t \leq 1$
  2. $s + t \leq 1$

These constraints on $s,t$ essentially define the triangle structure and all in all, the set of points of the triangle is $\begin{aligned} T = \{P \mid & P \in T_{\text{Plane}} \land P = v0 + s(v1-v0) + t(v2-v0) \land \\\\ & 0 \leq s,t, \leq 1 \land s + t \leq 1\} \end{aligned}$

Assume we have checked that $P$ lies inside the triangle’s plane, then we just have to solve $P = v0 + su + tv$ for $s,t$, or equivalent $w = P - v0 = su + tv$.

Solving the equation

Unfortunately, $w = su + tv$ has two unknowns ($s,t$) in only one equation, so we have to use a little trick to get two equations out of this. The normal $n$ of the triangle can be computed by the cross product of $u$ and $v$. Let’s now consider the vector $u^\perp$ that is both perpendicular to $u$ and to $n$. This vector lies in the plane and can again be computed by using the cross product, i.e., $u^\perp = n \times u$. We can now (dot product-) multiply our equation $w = su + tv$ on both sides by $u^\perp$:

$$ \begin{aligned} w = su + tv \\\\ w \cdot u^\perp = s u \cdot u^\perp + t v \cdot u^\perp \\\\ w \cdot u^\perp = t v \cdot u^\perp \end{aligned} $$

The term $u \cdot u^\perp$ is $0$, because by definition of $u^\perp$ it is perpendicular to $u$, and with it the $s$ vanishes and we have reduced the equation to only one unknown, so we solve it for $t$ by:

$$ \begin{aligned} t = \frac{w \cdot u^\perp}{v \cdot u^\perp} \end{aligned} $$

We do a similar thing to compute $s$ by multiplying with $v^\perp = n \times v$:

$$ \begin{aligned} w = su + tv \\\\ w \cdot v^\perp = s u \cdot v^\perp + t v \cdot v^\perp \\\\ w \cdot v^\perp = s u \cdot v^\perp \\\\ s = \frac{w \cdot v^\perp}{u \cdot v^\perp} \end{aligned} $$

Some optimizations

We can reduce the number of computations by seeing that the denominator used to compute $s$ is just the negative of the denominator for $t$:$u\cdot v^\perp = u \cdot (n \times v) = v \cdot (u \times n) = v \cdot (-n \times u) = - v \cdot (n \times u) = - v \cdot u^\perp$ This gives us the following equations:

$$ s = \frac{w \cdot v^\perp}{u \cdot v^\perp} && v^\perp = n \times v && w = P - v0 \\\\ t = \frac{w \cdot u^\perp}{-u \cdot v^\perp} && u^\perp = n \times u & \end{aligned}$$ In the case of raytracing where we shoot a ray through the scene for every pixel, we can save a lot of computation time by caching some of these values. In fact, the only term that depends on the ray is $$w$$, whereas $$u^\perp, v^\perp, u \cdot v^\perp$$ only have to be computed once for each triangle. Here's some C# code that implements the ray/triangle intersection test: ```C# using UnityEngine; public class RTTriangle : RTObject { protected Vector3 v0, v1, v2; protected Vector3 normal; protected Vector3 u, v; protected Vector3 uPerp, vPerp; protected float denominatorST; public RTTriangle(Vector3 v0, Vector3 v1, Vector3 v2, bool clockwise = false) { Init(v0, v1, v2, clockwise); } protected void Init(Vector3 v0, Vector3 v1, Vector3 v2, bool clockwise = false) { this.v0 = v0; this.v1 = v1; this.v2 = v2; u = v1 - v0; v = v2 - v0; // Unity uses clockwise winding order to determine front-facing triangles // Unity uses a left-handed coordinate system // the normal will face the front // if the direction of the normal is not important to you // just remove the clockwise branching normal = (clockwise ? 1 : -1) * Vector3.Cross(u, v).normalized; uPerp = Vector3.Cross(normal, u); vPerp = Vector3.Cross(normal, v); denominatorST = Vector3.Dot(u, vPerp); if (Mathf.Abs(denominatorST) < Mathf.Epsilon) { Debug.LogError("Triangle is broken"); return; } } public override RayTracer.HitInfo Intersect(Ray ray) { RayTracer.HitInfo info = new RayTracer.HitInfo(); Vector3 d = ray.direction; float denominator = Vector3.Dot(d, normal); if (Mathf.Abs(denominator) < Mathf.Epsilon) return info; // direction and plane parallel, no intersection float tHit = Vector3.Dot(v0 - ray.origin, normal) / denominator; if (tHit < 0) return info; // plane behind ray's origin // we have a hit point with the triangle's plane Vector3 w = ray.GetPoint(tHit) - v0; float s = Vector3.Dot(w, vPerp) / denominatorST; if (s < 0 || s > 1) return info; // won't be inside triangle float t = Vector3.Dot(w, uPerp) / -denominatorST; if (t >= 0 && (s + t) <= 1) { info.time = tHit; info.hitPoint = ray.GetPoint(tHit); info.normal = normal; } return info; } } ``` You can now import a 3D model consisting of triangles in .obj format, parse the triangles and do your ray test. This is what the result might look like, a lot better than just planes and spheres. ![raytracer triangles 3d model](/assets/2016/03/raytracer-triangles-3d-model.png) $$

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