To browse images grouped by person on a photo displaying system, a plurality of facial regions are generated from a plurality of images of a plurality of albums. The facial regions are grouped into a plurality of clusters of faces based on similarity between the facial regions. The clusters of faces are associated with the albums. A signal is received to select one of the facial regions. The selected facial region belongs to a specific cluster of faces and the specific cluster of faces is associated with a specific album of the albums. Images of the specific album and facial regions of the clusters of faces are displayed.