We theoretically study the conductance of double-vacancy zigzag graphene nanoribbons doped with Ti, V, Cr and Fe, and find that Ti doping, despite possessing small spin moment at Ti site, induces large spin-filtering with an efficiency in excess of 90% for bias voltages below 0.5 V.