One thing which really fascinated me from really long is use of Pixel shaders to do interesting things in OpenGL. I’ve been trying to decipher the mystery of GLSL from a long time now, this interest in GPU based computation was sparked especially from Thomas’s Example apps in the PyMT trunk( Mandelbrot and Shadowing in Pictures example), although I never understood how it works back then (or might be because I never put much effort in understanding it).
GL Shading Language is a extension to OpenGL using which we can directly compute pixel and graphics on the GPU instead of the CPU. This provides us with tremendous performance benifits since pixel transformations run in parallel. The scope of Pixel shaders is amazing, some of us sometimes dont know how they achieve those stunning effects in latest computer games. Most of the effects like
- Motion blur
- HDR Lighting
are all done utilizing the pixel shader capabilities of your graphics card. So I started out by searching some tutorials on the net and there are several good references that i found out.
GLSL is all about pixel manipulation, usually involving usage of neighboring pixel colors, distance etc etc. Its mathematics. But there are a lot of free GLSL code available online using which you can learn and implement your won shaders.
Once I learnt the basics of GLSL, I decided to put effort to further learn this technology and implement it in NUIPaint as filters. I found out that some common filters like Gaussian Blur, Sharpening, Embossing etc belong to a common group of shaders called as Convolutions Filters. These vary only by a single matrix called as Convolution Matrix. Its very interesting, for more details please check this link http://www.ozone3d.net/tutorials/image_filtering.php .
I implemented a separate class called Filters which will later be added into PyMT core. This class has several functions which take in texture as input, apply GLSL filters to it and return the transformed textures back. In total i implement 7 kinds of filters
- Gaussian Blur
- Black and White
Here is a set of screenshots of the Filtered images.
It works much faster than regular CPU based filters like the ones in Python Imaging Library. If you want to use the glsl filters then here is the link to the source code, each filters vertex and fragment shaders are in separate functions, so you can easily use it in your programs. If you want to use the Filter class into your software then wait for the induction of the class into PyMT core soon 🙂