Design and implementation of a multibiometric system based on hand's traits.

•A multibiometric system, which uses five fingers and one palm, is proposed.•An indexing algorithm based on ellipse properties is proposed.•The proposed feature vectors are invariant to rotation and translation.•A combined MCC-based indexing algorithm is proposed.•The experimental results show the validity of the proposed algorithm.