Shear-induced particle migration in suspensions has been the subject of extensive studies before, and a number of models have been developed to account for it. Droplet migration in emulsions, however, presents its own specificities, especially when phenomena such as occulation and coalescence play a role. Water-in-Oil emulsions with a non-ionic surfactant such as Span 80 tend to form clusters of droplets due to differential migration under shearing, and these clusters in influence particle motion in a non-uniform shear field. Experiments at different shear rates and time intervals were conducted in a transparent glass plate-plate geometry in order to macroscopically and microscopically evaluate the clustering and migration process of water droplets in a continuous oil phase. These experiments showed an intense and fast radial migration of droplets toward the center of the plates at high shear rates, and a significant formation of clusters at lower shear rates. The average droplet size and concentration were determined for distinct radial positions of the plate over time.