The Picard group is defined as ; the ring of matrices with Gaussian integer entries and determinant one. We consider certain graphs associated to quotients where is a prime congruent to three mod four and is the congruence subgroup of level . We prove a decomposition theorem on the vertices of these graphs, and use this decomposition to derive upper and lower bounds on their isoperimetric numbers.