Title :
A method for synthesis of specialized architectures of technical vision systems
Author :
Krasnobaev, A.A. ; Platonov, A.K.
Author_Institution :
Keldysh Inst. of Appl. Math., Russian Acad. of Sci., Moscow
Abstract :
In this work, the influence of the content of algorithms for primary processing of visual data on methods of their hardware and software implementation is studied. A formal method for construction of architectures of vision systems for solution of different scene recognition problems which are cost-optimal for given performance is presented. Digital signal processors (DSPs) and field programmable gate arrays (FPGAs) are considered as the element base for construction of vision systems.
Keywords :
computer vision; digital signal processing chips; field programmable gate arrays; digital signal processor; field programmable gate array; scene recognition problem; technical vision system; Cameras; Computer architecture; Digital signal processing; Field programmable gate arrays; Hardware; Image processing; Machine vision; Partitioning algorithms; Signal processing algorithms; Software algorithms;
Conference_Titel :
Intelligent Solutions in Embedded Systems, 2008 International Workshop on
Conference_Location :
Regensburg
Print_ISBN :
978-3-00-024989-1
DOI :
10.1109/WISES.2008.4623311
