Nonrigid Registration of Lung CT Images Based on Tissue Features
Figure 1
The 3D SIFT descriptor covers a voxel region, the whole region divided into subregions. For each subregion, bins histogram is calculated to summarize the gradient orientation of voxels in the subregion.