Fundamental Sampling Patterns for Low-rank Multi-View Data Completion

•A geometrical sampling pattern is obtained that guarantees the retrieval of the low-rank multi-view data in certain ways.•An analysis is proposed that incorporates several rank constraints of the multi-view data simultaneously.•Combinatorial analysis is proposed to find the sampling rate that guarantees the obtained geometrical sampling pattern hold with high probability.