DocumentCode
263210
Title
Efficient implementation of pattern matching recognition in heterogeneus architectures
Author
Gonzalez-Bayon, Javier ; Sanchez, Pablo ; Barreda, Javier
Author_Institution
TEISA Dept., Univ. of Cantabria, Santander, Spain
fYear
2014
fDate
26-28 Nov. 2014
Firstpage
1
Lastpage
6
Abstract
Implementation of pattern recognition algorithms is an important and complex task. These schemes usually perform time and resource consuming operations as 2D FFT. That is the reason why usually they are implemented in heterogeneous platforms with at least one DSP that accelerates the mathematical applications. Nevertheless, even using this specific processor the execution time required can be excessive. Therefore, an efficient use of all the processors available in the platform is mandatory. This paper proposes an efficient implementation of pattern recognition schemes in a heterogeneous platform that includes an ARM processor and a DSP.
Keywords
digital signal processing chips; image matching; multiprocessing systems; parallel architectures; ARM processor; DSP; digital signal processing; heterogeneous architectures; heterogeneous platform; multiprocessor architecture; pattern matching recognition; pattern recognition algorithms; Algorithm design and analysis; Clocks; Computer architecture; Correlation; Digital signal processing; Optimization; Pattern recognition; embedded implementation; heterogeneous architecture; pattern matching recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Design of Circuits and Integrated Circuits (DCIS), 2014 Conference on
Conference_Location
Madrid
Type
conf
DOI
10.1109/DCIS.2014.7035573
Filename
7035573
Link To Document