I don’t know whether this is the right forum. Anyway here is the question. In one of our application we display medical images and on top of them some algorithm generated bitmap. The real bitmap is a 16bit gray scale bitmap. From this we generate a color bitmap based on a look up table for eg
(0-100)->green
(100-200)->blue
(200>above)->red
The display is working well and good with small images 256×256. But when the display area becomes big say 1024×1024 the gray scale to color bitmap conversion takes a while and the interactions are not smooth any more. In the recent times I have heard a lot about general purpose GPU programming. In our deployment we have high end (Nvidia QuadroFX) graphics card.
Our application is built using .Net/C# if requiured I can add little bit of C++/CLI too.
Now my question is can this bitmap conversion be offloaded to the graphics processor? Where should I look for further reading?
Yes — and since you’re (apparently) displaying the bitmap, you don’t need to go the GPGPU route (e.g., OpenCL or CUDA). You can use a programmable shader for it — and if I understand what you’re saying, it’ll be a pretty straightforward one at that.
As far as how to write the shader, it will depend (mostly) on how you’re doing the rest of your drawing. Just for an obvious example, if you’re already using WPF for your drawing, you’ll probably want to use an HLSL shader (WPF supports pixel shaders fairly directly).
It’s probably also worth noting that if you had to support older hardware, a table lookup like this is something you could actually manage pretty easily on the GPU, even without programmable shaders. As long as you only need to support recent hardware, a shader will probably be simpler though.