ABSTRACT: In this paper a new simple and efficient algorithm for color image descriptor using variance covariance matrix and variance calculations is presented. The algorithm allows significant acceleration in the matching process. Experimental results are presented on image database. These results confirm the effectiveness of the proposed algorithm. إقراء المزيد