Awesome
Computer Graphics – Ray Tracing
To get started: Clone this repository and its submodule using
git clone --recursive http://github.com/dilevin/computer-graphics-ray-tracing.git
Do not fork: Clicking "Fork" will create a public repository. If you'd like to use GitHub while you work on your assignment, then mirror this repo as a new private repository: https://stackoverflow.com/questions/10065526/github-how-to-make-a-fork-of-public-repository-private
Background
Read Sections 4.5-4.9 of Fundamentals of Computer Graphics (4th Edition).
Many of the classes and functions of this assignment are borrowed or adapted from the previous ray casting assignment.
Unlike that assignment, this ray tracer will produce approximately accurate renderings of scenes illuminated with light. Ultimately, the shading and lighting models here are useful hacks. The basic recursive structure of the program is core to many methods for rendering with global illumination effects (e.g., shadows, reflections, etc.).
Floating point numbers
For this assignment we will use the Eigen::Vector3d
to represent points and
vectors, but also RGB colors. For all computation (before finally writing the
.ppm file) we will use double precision floating point numbers and 0
will
represent no light and 1
will represent the brightest color we can display.
Floating point numbers <img src="/tex/66937766ec704b70da73bb7d35a355ad.svg?invert_in_darkmode&sanitize=true" align=middle width=12.785434199999989pt height=22.831056599999986pt/> real numbers, they don't even cover all of the rational numbers. This creates a number of challenges in numerical method and rendering is not immune to them. We see this in the need for a fudge factor to discard ray-intersections when computing shadows or reflections that are too close to the originating surface (i.e., false intersections due to numerical error).
Question: If we build a ray and a plane with floating point coefficients, will the intersection point have floating point coefficients? What if we consider rational coefficients? What if we consider a sphere instead of a plane?
Hint: Can we exactly represent <img src="/tex/70118eb82d4643bd42647f21941136af.svg?invert_in_darkmode&sanitize=true" align=middle width=24.657628049999992pt height=24.65753399999998pt/> as a
double
? Can we represent <img src="/tex/71486f265f83bc1e3d2b6f67704bcc23.svg?invert_in_darkmode&sanitize=true" align=middle width=21.91788224999999pt height=28.511366399999982pt/> as a rational?
Dynamic Range & Burning
Light obeys the superposition principle. Simply put, the light reflected of some part of an objects is the sum of contributions from light coming in all directions (e.g., from all light sources). If there are many bright lights in the scene and the object has a bright color, it is easy for this sum to add up to more than one. At first this seems counter-intuitive: How can we exceed 100% light? But this premise is false, the <img src="/tex/f58ed17486d1735419372f2b7d091779.svg?invert_in_darkmode&sanitize=true" align=middle width=21.00464354999999pt height=21.18721440000001pt/> does not mean the physically brightest possible light in the world, but rather the brightest light our screen can display (or the brightest color we can store in our chosen image format). High dynamic range (HDR) images store a larger range beyond this usual [0,1]. For this assignment, we will simply clamp the total light values at a pixel to 1.
This issue is compounded by the problem that the Blinn-Phong shading does not correctly conserve energy as happens with light in the physical world.
Question: Can we ever get a pixel value less than zero?
Hint: Can a light be more than off?
Side note: This doesn't stop crafty visual effects artists from using "negative lights" to manipulate scenes for aesthetic purposes.
Whitelist
There are many ways to "multiply" two vectors. One way is to compute the
component-wise
multiplication: <img src="/tex/22f21af20c3e7f253a35c65bed98680e.svg?invert_in_darkmode&sanitize=true" align=middle width=65.53603979999998pt height=22.831056599999986pt/> or in index notation:
<img src="/tex/59064857cf8a4117765652ff2be6d992.svg?invert_in_darkmode&sanitize=true" align=middle width=60.371878049999985pt height=22.831056599999986pt/>. That is, multiply each corresponding component and store the
result in the corresponding component of the output vector. Using the Eigen
library this is accomplished by telling Eigen to treat each of the vectors as
"array" (where matrix multiplication, dot product, cross product
would not make sense) and then using the usual *
multiplication:
Eigen::Vector3d a,b;
...
// Component-wise multiplication
Eigen::Vector3d c = (a.array() * b.array()).matrix();
The .matrix()
converts the "array" view of the vector back to a "matrix"
(i.e., vector) view of the vector.
Eigen also has a built in way to normalize a vector (divide a vector by its
length): a.normalized()
.
C++ standard library includes a value for <img src="/tex/8860040216a2e61c344544a77b5cd2ce.svg?invert_in_darkmode&sanitize=true" align=middle width=16.43840384999999pt height=14.15524440000002pt/> via #include <limits>
. For
example, for double
floating point, use std::numeric_limits<double>::infinity()
.
Tasks
src/Plane.cpp
,<br> src/Sphere.cpp
,<br> src/Triangle.cpp
,<br> src/TriangleSoup.cpp
,<br> src/first_hit.cpp
,<br> src/viewing_ray.cpp
,<br> src/write_ppm.cpp
See the previous ray casting assignment.
PointLight::direction
in src/PointLight.cpp
Compute the direction to a point light source and its parametric distance from a query point.
DirectionalLight::direction
in src/DirectionalLight.cpp
Compute the direction to a direction light source and its parametric distance from a query point (infinity).
src/raycolor.cpp
Make use of first_hit.cpp
to shoot a ray into the scene, collect hit
information and use this to return a color value.
src/blinn_phong_shading.cpp
Compute the lit color of a hit object in the scene using Blinn-Phong shading model. This function should also shoot an additional ray to each light source to check for shadows.
src/reflect.cpp
Given an "incoming" vector and a normal vector, compute the mirror reflected "outgoing" vector.
src/creative.json
Be creative! Design a scene using any of the available Object types (spheres, planes, triangles, triangle soups), Light types (directional, point), Material parameters, colors (materials and/or lights), and don't forget about the camera parameters.
The .json format is rather straightforward. But you may find this validator useful.
HW2 Solution
If you don't trust your solutions to the files from HW2:
src/Plane.cpp src/Sphere.cpp src/Triangle.cpp src/TriangleSoup.cpp src/first_hit.cpp src/viewing_ray.cpp src/write_ppm.cpp
You can use precompiled binaries (provided for linux, mac, and windows) using a the cmake command:
mkdir build cd build cmake -DCMAKE_BUILD_TYPE=Debug -DHW2LIB_DIR=../lib/debug/linux/ .. make
This will use the library at
../lib/debug/linux/libhw2.a
instead of compiling the above files insrc/
.
Pro Tip: After you're confident that your program is working correctly, you can dramatic improve the performance simply by enabling compiler optimization:
mkdir build-release cd build-release cmake ../ -DCMAKE_BUILD_TYPE=Release make