In previous works [1, 2] we developed a visual servoing platform using C language to extract the required information from the images, the necessary time to process the images don't allow us to achieve a real time operation. In order to get real time image processing we proposed to use Discrete time Cellular Neural Networks [10, 11]. In this paper we report on CNN emulation on Altera FPGA using VHDL language.

Real time computer vision by means of CNNs on FPGAs / LOPEZ GARCIA J., C; MORENO ARMENDARIZ M., A; RIERA BABURES, J; Balsi, Marco; VILASIS CARDONA, X.. - 1:(2005), pp. 98-102. (Intervento presentato al convegno 2nd Int. Conf. on Cybernetics and Information Technologies, Systems and Applications (CITSA 2005) tenutosi a Orlando; United States nel 14-17/7/2005).

Real time computer vision by means of CNNs on FPGAs

BALSI, Marco;
2005

Abstract

In previous works [1, 2] we developed a visual servoing platform using C language to extract the required information from the images, the necessary time to process the images don't allow us to achieve a real time operation. In order to get real time image processing we proposed to use Discrete time Cellular Neural Networks [10, 11]. In this paper we report on CNN emulation on Altera FPGA using VHDL language.
2005
2nd Int. Conf. on Cybernetics and Information Technologies, Systems and Applications (CITSA 2005)
Discrete-Time-CNNs; Real time; Robot vision
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Real time computer vision by means of CNNs on FPGAs / LOPEZ GARCIA J., C; MORENO ARMENDARIZ M., A; RIERA BABURES, J; Balsi, Marco; VILASIS CARDONA, X.. - 1:(2005), pp. 98-102. (Intervento presentato al convegno 2nd Int. Conf. on Cybernetics and Information Technologies, Systems and Applications (CITSA 2005) tenutosi a Orlando; United States nel 14-17/7/2005).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/208098
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