Real time vision by FPGA implemented CNNs

Juan Carlos López-García; Marco A. Moreno-Armendáriz; Jordi Riera-Baburés; Marco Balsi; Xavier Vilasís-Cardona

doi:10.1109/ECCTD.2005.1522965

Real time vision by FPGA implemented CNNs

Juan Carlos López-García, Marco A. Moreno-Armendáriz, Jordi Riera-Baburés, Marco Balsi, Xavier Vilasís-Cardona

Facultad Internacional de Comercio y Economía Digital La Salle

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

8 Citas (Scopus)

Resumen

In order to get real time image processing for mobile robot vision, we propose to use a discrete time Cellular Neural Network implementation by a convolutional structure on Altera FPGA using VHDL language. We obtain at least 9 times faster processing than other emulations for the same problem.

Idioma original	Inglés
Título de la publicación alojada	Proceedings of the 2005 European Conference on Circuit Theory and Design
Páginas	281-284
Número de páginas	4
DOI	https://doi.org/10.1109/ECCTD.2005.1522965
Estado	Publicada - 2005
Evento	2005 European Conference on Circuit Theory and Design - Cork, Irlanda Duración: 28 ago 2005 → 2 sept 2005

Serie de la publicación

Nombre	Proceedings of the 2005 European Conference on Circuit Theory and Design
Volumen	1

Conferencia

Conferencia	2005 European Conference on Circuit Theory and Design
País/Territorio	Irlanda
Ciudad	Cork
Período	28/08/05 → 2/09/05

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10.1109/ECCTD.2005.1522965

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López-García, J. C., Moreno-Armendáriz, M. A., Riera-Baburés, J., Balsi, M., & Vilasís-Cardona, X. (2005). Real time vision by FPGA implemented CNNs. En Proceedings of the 2005 European Conference on Circuit Theory and Design (pp. 281-284). Artículo 1522965 (Proceedings of the 2005 European Conference on Circuit Theory and Design; Vol. 1). https://doi.org/10.1109/ECCTD.2005.1522965

@inproceedings{a8249b08ab80489eaaee6d6866a5d6f8,

title = "Real time vision by FPGA implemented CNNs",

abstract = "In order to get real time image processing for mobile robot vision, we propose to use a discrete time Cellular Neural Network implementation by a convolutional structure on Altera FPGA using VHDL language. We obtain at least 9 times faster processing than other emulations for the same problem.",

author = "L{\'o}pez-Garc{\'i}a, {Juan Carlos} and Moreno-Armend{\'a}riz, {Marco A.} and Jordi Riera-Babur{\'e}s and Marco Balsi and Xavier Vilas{\'i}s-Cardona",

year = "2005",

doi = "10.1109/ECCTD.2005.1522965",

language = "English",

isbn = "0780390660",

series = "Proceedings of the 2005 European Conference on Circuit Theory and Design",

pages = "281--284",

booktitle = "Proceedings of the 2005 European Conference on Circuit Theory and Design",

note = "2005 European Conference on Circuit Theory and Design ; Conference date: 28-08-2005 Through 02-09-2005",

}

López-García, JC, Moreno-Armendáriz, MA, Riera-Baburés, J, Balsi, M & Vilasís-Cardona, X 2005, Real time vision by FPGA implemented CNNs. En Proceedings of the 2005 European Conference on Circuit Theory and Design., 1522965, Proceedings of the 2005 European Conference on Circuit Theory and Design, vol. 1, pp. 281-284, 2005 European Conference on Circuit Theory and Design, Cork, Irlanda, 28/08/05. https://doi.org/10.1109/ECCTD.2005.1522965

Real time vision by FPGA implemented CNNs. / López-García, Juan Carlos; Moreno-Armendáriz, Marco A.; Riera-Baburés, Jordi et al.
Proceedings of the 2005 European Conference on Circuit Theory and Design. 2005. p. 281-284 1522965 (Proceedings of the 2005 European Conference on Circuit Theory and Design; Vol. 1).

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

TY - GEN

T1 - Real time vision by FPGA implemented CNNs

AU - López-García, Juan Carlos

AU - Moreno-Armendáriz, Marco A.

AU - Riera-Baburés, Jordi

AU - Balsi, Marco

AU - Vilasís-Cardona, Xavier

PY - 2005

Y1 - 2005

N2 - In order to get real time image processing for mobile robot vision, we propose to use a discrete time Cellular Neural Network implementation by a convolutional structure on Altera FPGA using VHDL language. We obtain at least 9 times faster processing than other emulations for the same problem.

AB - In order to get real time image processing for mobile robot vision, we propose to use a discrete time Cellular Neural Network implementation by a convolutional structure on Altera FPGA using VHDL language. We obtain at least 9 times faster processing than other emulations for the same problem.

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U2 - 10.1109/ECCTD.2005.1522965

DO - 10.1109/ECCTD.2005.1522965

M3 - Conference contribution

AN - SCOPUS:33749079010

SN - 0780390660

SN - 9780780390669

T3 - Proceedings of the 2005 European Conference on Circuit Theory and Design

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EP - 284

BT - Proceedings of the 2005 European Conference on Circuit Theory and Design

T2 - 2005 European Conference on Circuit Theory and Design

Y2 - 28 August 2005 through 2 September 2005

ER -

Real time vision by FPGA implemented CNNs

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