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 :
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