Fig. 1. NLMeans principle: A two-dimensional illustration.
The restored value of voxel v with value x is a weighted average of all intensities xi of voxels vi in the search volume V. The weight wi is based on the similarity of the intensities in cubic neighbourhoods N and Ni around v and vi.