Parallel object classification algorithms in images

Luong Chi Mai

Abstract



The contribution concerns  a parallelization of object classification algorithms for a SIMD-type parallel machine. It is assumed that gray-level values of image pixels are located in the orthogonal memory block on which a vector of one-bit processor operates in the bit-serial and   word – parallel mode. For this computer, the Bayes classification algorithm, the K-mean algorithm and  the ensemble average classifier and described.




Journal of Computer Science and Cybernetics ISSN: 1813-9663

Published by Vietnam Academy of Science and Technology