Segmentation of colon tissue sample images using multiple graphics accelerators
Our goal is to find all cell nuclei in a HE stained colon tissue image. We develop a GPGPU based data-parallel region growing. We can start more than one process in the same GPU parallel. We can use all CPU cores and more than one GPUs parallel. This method is 6 faster than the sequential algorithm (the accuracy is the same).
gpgpu medical image segmentation cell nuclei detection data parallel algorithm distributed algorithm cuda