Title :
Accumulator size minimization for a fast cumulant-based motion estimator
Author :
Cardoso, Jaime S. ; Corte-Real, Luís
Author_Institution :
Dept. de Engenharia Electrotecnica, Univ. do Porto/INESC Porto, Porto, Portugal
Abstract :
The implementation of fast dedicated processor for block matching motion estimation based on cumulants matching criteria implies the optimization of all of its components. Special care should be spent with the multiply-accumulate unit that is the core of many digital signal processing systems. Therefore, its optimization may be of outmost importance, specially if a significative number of such units are present in the platform. In this paper, the minimization of the size of one such unit is provided for a specific application, although the results have relevance in other scenarios.
Keywords :
higher order statistics; motion estimation; optimisation; accumulator size minimization; cumulants matching criteria; digital signal processing systems; fast cumulant-based motion estimator; Computational modeling; Coprocessors; Digital signal processing; Field programmable gate arrays; Helium; Higher order statistics; Kernel; Motion estimation; Signal processing algorithms; Software testing; Cumulants; higher order statistics; multiply-accumulate unit; optimization;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2005.858614