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

Facultat Internacional de Comerç i Economia Digital La Salle

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

8 Cites (Scopus)

Resum

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	Anglès
Títol de la publicació	Proceedings of the 2005 European Conference on Circuit Theory and Design
Pàgines	281-284
Nombre de pàgines	4
DOIs	https://doi.org/10.1109/ECCTD.2005.1522965
Estat de la publicació	Publicada - 2005
Esdeveniment	2005 European Conference on Circuit Theory and Design - Cork, Ireland Durada: 28 d’ag. 2005 → 2 de set. 2005

Sèrie de publicacions

Nom	Proceedings of the 2005 European Conference on Circuit Theory and Design
Volum	1

Conferència

Conferència	2005 European Conference on Circuit Theory and Design
País/Territori	Ireland
Ciutat	Cork
Període	28/08/05 → 2/09/05

Accés al document

10.1109/ECCTD.2005.1522965

Altres arxius i enllaços

Link to publication in Scopus

Com citar-ho

López-García, J. C., Moreno-Armendáriz, M. A., Riera-Baburés, J., Balsi, M., & Vilasís-Cardona, X. (2005). Real time vision by FPGA implemented CNNs. In Proceedings of the 2005 European Conference on Circuit Theory and Design (pàg. 281-284). Article 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. in 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, pàg. 281-284, 2005 European Conference on Circuit Theory and Design, Cork, Ireland, 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. pàg. 281-284 1522965 (Proceedings of the 2005 European Conference on Circuit Theory and Design; Vol. 1).

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

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.

UR - http://www.scopus.com/inward/record.url?scp=33749079010&partnerID=8YFLogxK

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

SP - 281

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

Resum

Sèrie de publicacions

Conferència

Accés al document

Altres arxius i enllaços

Fingerprint

Com citar-ho