This paper proposes a fast method for image matching under MPEG-7 CDVS Framework. For fast matching, 16-dimensional binary vector was constructed to represent a 128-dimensional SIFT descriptor and to present a matching method that prioritizes the selection of descriptors with a higher probability. The proposed matching method maintains the performance while also presents a speed improvement of approximately 25%.