CUVI Guide
From CUVI Wiki
CUVI is an accelerated ‘Computer Vision & Imaging Software Library’ that leverages many-core hardware such as GPUs (both CUDA capable NVIDIA GPU and AMD GPUs running OpenCL) and multi-core CPU from Intel. CUVI adds acceleration to your existing vision and imaging applications or provides essential functionality to build one from scratch.