The design of a vector quantizer for video signals is presented. The performance of the system is simulated on the computer and discussed. The hardware architecture is also described and the comparison between the simulation and the realization is made. It is demonstrated that the vector quantizer for video signals is realizable and efficient. Finally the application of this vector quantizer to a narrow-band video communication system is presented.