DocumentCode :
713336
Title :
Hardware implementation of a background substraction algorithm in FPGA-based platforms
Author :
Calvo-Gallego, Elisa ; Sanchez-Solano, Santiago ; Brox Jimenez, Piedad
Author_Institution :
Inst. de Microelectron. de Sevilla (IMSE-CNM), Univ. of Seville, Seville, Spain
fYear :
2015
fDate :
17-19 March 2015
Firstpage :
1688
Lastpage :
1693
Abstract :
Different strategies for the implementation of a fuzzy logic-based background subtraction algorithm are presented in this paper. The goal of this contribution is to obtain an efficient implementation suitable to be integrated into hardware platforms with limited resources. In order to find an adequate performance-resources trade-off, the design space is explored taken into account several strategies and implementation options. The final implementation is encapsulated within an IP core that has been used in a demonstrator, built on a Spartan-3A-DSP FPGA development board, suitable for processing VGA (640×480P) @ 60 Hz.
Keywords :
field programmable gate arrays; fuzzy logic; IP core; Spartan-3A-DSP FPGA development board; background substraction algorithm; demonstrator; design space; frequency 60 Hz; fuzzy logic-based background subtraction algorithm; hardware implementation; hardware platforms; performance-resources trade-off; Algorithm design and analysis; Approximation algorithms; Field programmable gate arrays; Hardware; Heuristic algorithms; Power demand; Random access memory; background substraction; foreground extraction; fuzzy logic-based techniques; hardware implementation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
Type :
conf
DOI :
10.1109/ICIT.2015.7125340
Filename :
7125340
Link To Document :
بازگشت