Could I do remote sensing image processing in Linux based on CUDA?

I am new to CUDA.
In my opinion, The remote sensing image processing is basiclly a SIMD model.
So, CUDA could give help in that aspect.
But i am totally new in CUDA.
could anybody help to give me some advices about how can I could achieve the goal and where should I begin.
Thanks in advanced.