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Babylon.js-PathTracing-Renderer

Real-time PathTracing with global illumination and progressive rendering, all on top of the Babylon.js WebGL framework. Click here for Live Demo: https://erichlof.github.io/Babylon.js-PathTracing-Renderer/Babylon_Path_Tracing.html


Transformed Quadric Geometry demo: https://erichlof.github.io/Babylon.js-PathTracing-Renderer/Transformed_Quadric_Geometry.html

glTF Model Path Tracing demo: https://erichlof.github.io/Babylon.js-PathTracing-Renderer/GLTF_Model_Path_Tracing.html

Physical Sky Model demo: https://erichlof.github.io/Babylon.js-PathTracing-Renderer/Physical_Sky_Model.html

HDRI Environment demo: https://erichlof.github.io/Babylon.js-PathTracing-Renderer/HDRI_Environment_Path_Tracing.html

Note: by request of Babylon.js users, this is a W.I.P. conversion from using three.js as the host engine to using Babylon.js as the host engine behind my custom path tracing shaders.


TODO

  • Add more robust support for arbitrary PBR materials, especially when they are specified in the glTF files
  • Add mobile touch/pointer support so that users can enjoy real-time path tracing on any device with a browser

To see how this all this got started and to follow future progress, take a look at this Babylon Forum discussion: https://forum.babylonjs.com/t/path-tracing-in-babylonjs/11475/2

Progress Updates

  • January 27th, 2023: Big update across all shaders to rendering of Transparent and ClearCoat objects. When rendering these materials, we have to take into account the reflected portion of light as well as the refracted (or transmitted) portion of the light, at the same time. Before, I was using Blue Noise to randomly select which path a ray should follow - basically like flipping a coin. 'Heads' would send the bounced secondary ray off of the surface as a mirror reflection-type ray. 'Tails' would let the ray pass through the surface as a transmittted or refraction-type ray. Although this randomized Monte Carlo method works, and will eventually converge on the correct visual result (a double image of the reflection as well as the refraction), one of the drawbacks of using any randomized routine like this is that it produces noise, especially when the camera is moving. I recently implemented a different approach, in which the 2 rays are both spawned when a camera ray hits an object that has a Transparent or ClearCoat surface. A reflection ray is created and stored until a later bounce in the bounces loop, and the second refracted or transmitted ray is always allowed to go first - it interacts with the scene and reports back whatever it can see through the object. When this transmitted ray is done, we rewind time back to the surface that intitially spawned these 2 rays, and the reflected ray now gets its turn to interact with the scene and report back whatever it sees. Although this method produces slightly more shader code and just a little more complexity, it is totally worth it because in the end you get a smooth, solid double image on these types of objects, just like we see in real life. And the reflection portion (often the bright white highlight of the light source near the top of the object) remains solid and steady without any noise, even while moving the camera and navigating the scene.

  • May 5th, 2022: With the major release of Babylon.js 5 today, this date also marks the 1 year anniversary of the Babylon.js PathTracing Renderer! In the last couple of weeks I have been improving the BVH system for glTF models. Now there are 2 BVH builders you can choose between: the previous 'Fast Builder' - which builds a fairly-good AABB tree in a matter of milliseconds, and now the newly-added 'SAH Quality Builder' - which might take a little longer (still, just a couple of seconds!), but produces a high-quality AABB tree using the industry standard tried-and-true SAH (Surface Area Heuristic) building algorithm. I have since changed all the demos to use this higher-quality SAH tree builder instead of the older Fast Builder. You might not even notice the build-time difference: I custom made our SAH builder to go as fast as I know how! But hopefully, you will notice the improvement in frame rate, especially when flying up close to a glTF model, or attempting to render a heavier model with lots of triangles. Lastly, a bug fix: all of the models were appearing mirrored from how they appear in my other renderers. I finally figured out how to account for Babylon's Left-Handed coordinate system (vs. three.js' Right-Handed system). The solution involved flipping the Z axis as well as changing the winding order of the triangle vertices as I load and store each individual triangle vertex on the GPU data texture. Now everything looks as it should - enjoy! :-)

  • March 23rd, 2022: Major refactor to entire codebase - now all procedural JavaScript code hopefully reads and flows more naturally on all of the demos' setup files. Also, I made improvements to the denoiser and updated all the GLSL shaders to reflect these new changes. With these improvements and optimizations, convergence happens almost instantly!

  • August 30th, 2021: Physical Sky Model has been successfully added - check out the new demo! I expanded our pathTracingCommon.js library to define and handle various parameters related to realistic sun and sky environment lighting. Users can easily change the direction (azimuth angle) of the Sun as well as time of day (zenith angle) with the handy dat.gui sliders. The sky model used is the Preetham Model, which is the industry standard. There are more sky models to choose from out there, but most require multiple samples through the gas volume of the sky (via ray marching), which gets expensive. On the other hand, the Preetham Model that we use is an analytic model, and therefore it can give very realistic results with only one sample (ray direction) needed - which is perfect for real time applications. Another recent update that is repo-wide is the addition of a pixel resolution slider to all demos. The default resolution is now full resolution (1.0), but can be dialed down if needed to improve framerate, especialy on underpowered devices.

  • August 18th, 2021: Implemented loading and path tracing of PBR materials that are included with glTF models. I successfully ported most of my loading code and shader PBR material-handling code from my three.js renderer. The js setup file loads in an arbitrary glTF model, and then determines if it has any or all of the following: albedoTexture/a.k.a. diffuseMap (most common), bumpTexture/a.k.a. normalMap (also very common), metallicTexture/a.k.a. metallicRoughnessMap, and emissiveTexture/a.k.a. emissiveMap. Note: ambientTextures/a.k.a. ambientOcclusionMaps, are not used because we get a much more accurate ambient occlusion from the path tracer itself, as a by-product of the ray casting process - essentially for free! If the glTF model has any or all of the previously mentioned textures included, these are sent over to the GPU and the shader handles how the camera rays interact with the various PBR materials. The Damaged Helmet model uses all of the above, and is currently rendering correctly. However, I may need help from more experienced Babylon/glTF users to make the loading code more robust, as there are numerous ways to define materials inside an arbitrary glTF file, i.e. metallicRoughness maps. But the good news is, we are now loading and path tracing glTF models with all of their materials, in real time!

  • August 10th, 2021: glTF Models are now loading and being path traced in real time - whoo hoo! I successfully ported my glTF geometry preparation and BVH builder code from the three.js framework to the Babylon.js framework. It took me a while to find the equivalents to some of the routines between the two libraries, but once I did, it was smooth sailing! In fact, Babylon's system was so easy to use that I added a new model-picker to the GUI menu, allowing the end user to easily select a model to load from the drop-down list. Then, behind the scenes, the Babylon PathTracing Renderer jumps into action, quickly loading the glTF/glb file, converting it to a BVH-builder-friendly representation, building an efficient BVH, storing that tree as a GPU data texture, then it starts ray casting against that data inside the GPU path tracer - all in a matter of seconds! ;-)

  • July 15th, 2021: Added camera and FPS stats with stats.js and a more intuitive GUI with the dat.gui.js system. Instead of memorizing numerous hotkeys, the demos feature fully functioning menus and foldable controls in the upper right-hand corner of the webpage.

  • May 21st, 2021: Updated and improved the de-noiser for Diffuse and clearCoat Diffuse surfaces. Now scenes containing these surfaces (which is nearly all scenes) converges almost instantly! I figured out how to cast the denoiser's neighbor pixel net a little wider. The diffuse blur kernel was 3x3, or 9 taps in the screenOutput shader. I kept that one for specular surfaces like transparent glass and the coating on top of clearCoat diffuse surfaces when the camera is active. For the diffuse portions of the scene, (Diffuse, and Diffuse part of clearCoat Diffuse) I increased the sample radius of the blur kernel to 5x5, or 25 taps in the screenOutput shader. Although this is quite a lot of taps, the GPU doesn't appear to mind too much because all pixels are doing this same task for their neighbors, so there should be no GPU diversion. This new wider radius really makes a big difference and is definitely worth the extra texture taps! If I really want to go nuts, I could increase the radius to 7x7, which would mean 49 taps per pixel, ha! But I think the current radius is big enough for now and gives really smooth results. What's neat also is that edges such as normal edges, object silhouette edges, and color boundary edges have remained razor sharp through this whole denoising process. So we can have the best of both worlds: diffuse smoothness and detail sharpness where it counts!

  • May 13th, 2021: Implemented edge detection and my 1st attempt at a real-time de-noiser (it's actually more of a 'noise-smoother', but still it makes a big difference!). Path tracing is an inherently noisy affair because we only have a budget for 1 random ray path to follow as it bounces around in the scene on each animation frame for each pixel. A certain pixel's ray might wind up taking a completely different path than its immediate neighbor pixels and returning a very different intersection color/intensity, hence the visual noise - especially on diffuse surfaces. Inspired by recent NVIDIA efforts like Path Traced Quake, Quake II RTX, and Minecraft RTX, all of which feature real time edge detection and their proprietary A.I. deep learning denoising technology, I set out to create my own simple edge detector and denoiser that could be run real time in the browser, even on smart phones! If you try the updated demo now, I hope you'll agree that with my 1st attempt, although nowhere near the level of sophistication of NVIDIA's (nor will it ever be, ha), the initial results are promising! As you drag the camera around, the scene smoothly goes along with you, almost noise-free, and when you do let the camera be still, it instantly converges on a photo-realistic result!

  • May 12th, 2021: Added Blue Noise sampling for alternate random number generator and to smooth out noise. Each pixel samples a 256x256 RGBA high quality blue noise texture at a randomly offset uv location and then stores and cycles through 1, 2, 3, or all 4 (user choice) of the R,G,B, and A channels that it sampled for that animation frame. Since blue noise has higher frequency, evenly distributed noise (as compared to the usual more-chaotic white noise), the result is a much smoother appearance on diffuse and transparent surfaces that must take random samples to look physically correct. Also convergence is sped up, which is always welcome! IN addition to this blue noise update, I added some controls to the quad area light in the rad and blue Cornell Box scene. Now you can select a different plane placement of the quad light by pressing any number keys, 1-6. Also, you can decrease and increase the quad area light's size by holding down the left or right bracket keys.

  • May 9th, 2021: The path tracing camera now has some realistic physical features like FOV, aperture size, and focus distance. The mouse wheel controls the FOV (zooming in and out), comma and period keys (< >) control the aperture size, and dash and equals keys (- +) move the focal point forward and back out in the scene. THe traditional WASD,QE keys control camera flight forward and backward, strafe left and right, and climb up and down. Have fun with the new camera controls!

  • May 7th, 2021: Success! With the awesome help and guidance from Evgeni_Popov on the Babylon.js forum, I now have the pixel history working correctly. This means that when the camera is still, our Babylon.js Pathtracing Renderer continually samples the stationary scene over and over, all the while averaging the results. After a couple of seconds, it converges on a noise-free result. And since we are following the laws of physics and optics, this result will be photo-realistic! Many thanks again to Evgeni_Popov on the awesome Babylon.js forums for providing helpful examples and pointing me in the right direction. Now that this project is off the ground, we can fly! :-D

  • May 5th, 2021: I usually like figuring stuff out, but at this point I need help! The issue is that if you take a look at my 'Babylon_Path_Tracing.js' setup file in the 'js' folder, you can see that I have tried unsuccessfully to create a Babylon postProcess feedback loop, also known as a ping-pong buffer. The general concept is that you render(ray trace) a full screen noisy image with my custom fragment pixel shader ('pathTracing.fragment.fx' in 'shaders' folder) using the usual Babylon PostProcess, then copy/save all those pixels (can either be done with Babylon's PassPostProcess or as I have tried here with my custom tiny shader called 'screenCopy.fragment.fx' in 'shaders' folder. Then the trick is I need to be able to use the first pathTracing postProcess on the next animation frame and 'read' from the output of the screenCopy postProcess, essentially reading its own history (or giving it a short-term pixel 'memory' of what it calculated last frame). When this is correctly implemented, I will be able to blend each current image with the previous history image, which will refine the image over time thorugh sampling and averaging, and therefore the images settles down from an initial noisy state to a smooth, converged state. If you have an idea how to do this correctly with Babylon, please post on the Babylon Forum linked to above, or you can open an issue here on this repo. Thank you!

  • May 4th, 2021: The first commit, project repo created.