Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms

Andre Borja; Guillaume Varengues; Luis Miguel Procel; Lionel Trojman; German Arevalo; Daniel Cardenas

doi:10.1109/ETCM48019.2019.9014902

Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms

Andre Borja, Guillaume Varengues, Luis Miguel Procel, Lionel Trojman, German Arevalo, Daniel Cardenas

Grupo de Investigación en Electrónica y Telemática (GIETEC)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

In the present work, we implement and compare a fast shape recognition algorithm in two FPGA platforms: ZYBO and VIRTEX-5. We successfully implement our algorithm for several image resolutions in both hardware. We have found that VIRTEX-5 provides 14-19% faster processing than ZYBO, making it ideal for real time execution and higher resolution algorithms for computer vision, however, this comes at a cost of 8-10% more power consumption with respect to ZYBO platform. These results show that both platforms are good candidates for implementing this kind of algorithms depending on the focus of the hardware: performance or power saving.

Idioma original	Inglés
Título de la publicación alojada	2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728137643
DOI	https://doi.org/10.1109/ETCM48019.2019.9014902
Estado	Publicada - nov. 2019
Evento	4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019 - Guayaquil, Ecuador Duración: 13 nov. 2019 → 15 nov. 2019

Serie de la publicación

Nombre	2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019

Conferencia

Conferencia	4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019
País/Territorio	Ecuador
Ciudad	Guayaquil
Período	13/11/19 → 15/11/19

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Publisher Copyright:
© 2019 IEEE.

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10.1109/ETCM48019.2019.9014902

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Borja, A., Varengues, G., Procel, L. M., Trojman, L., Arevalo, G., & Cardenas, D. (2019). Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms. En 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019 Artículo 9014902 (2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ETCM48019.2019.9014902

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title = "Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms",

abstract = "In the present work, we implement and compare a fast shape recognition algorithm in two FPGA platforms: ZYBO and VIRTEX-5. We successfully implement our algorithm for several image resolutions in both hardware. We have found that VIRTEX-5 provides 14-19% faster processing than ZYBO, making it ideal for real time execution and higher resolution algorithms for computer vision, however, this comes at a cost of 8-10% more power consumption with respect to ZYBO platform. These results show that both platforms are good candidates for implementing this kind of algorithms depending on the focus of the hardware: performance or power saving.",

keywords = "computer vison, FPGA, HDL, shape recognition",

author = "Andre Borja and Guillaume Varengues and Procel, {Luis Miguel} and Lionel Trojman and German Arevalo and Daniel Cardenas",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019 ; Conference date: 13-11-2019 Through 15-11-2019",

year = "2019",

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doi = "10.1109/ETCM48019.2019.9014902",

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Borja, A, Varengues, G, Procel, LM, Trojman, L, Arevalo, G & Cardenas, D 2019, Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms. En 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019., 9014902, 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019, Institute of Electrical and Electronics Engineers Inc., 4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019, Guayaquil, Ecuador, 13/11/19. https://doi.org/10.1109/ETCM48019.2019.9014902

Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms. / Borja, Andre; Varengues, Guillaume; Procel, Luis Miguel et al.
2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 9014902 (2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms

AU - Borja, Andre

AU - Varengues, Guillaume

AU - Procel, Luis Miguel

AU - Trojman, Lionel

AU - Arevalo, German

AU - Cardenas, Daniel

PY - 2019/11

Y1 - 2019/11

N2 - In the present work, we implement and compare a fast shape recognition algorithm in two FPGA platforms: ZYBO and VIRTEX-5. We successfully implement our algorithm for several image resolutions in both hardware. We have found that VIRTEX-5 provides 14-19% faster processing than ZYBO, making it ideal for real time execution and higher resolution algorithms for computer vision, however, this comes at a cost of 8-10% more power consumption with respect to ZYBO platform. These results show that both platforms are good candidates for implementing this kind of algorithms depending on the focus of the hardware: performance or power saving.

AB - In the present work, we implement and compare a fast shape recognition algorithm in two FPGA platforms: ZYBO and VIRTEX-5. We successfully implement our algorithm for several image resolutions in both hardware. We have found that VIRTEX-5 provides 14-19% faster processing than ZYBO, making it ideal for real time execution and higher resolution algorithms for computer vision, however, this comes at a cost of 8-10% more power consumption with respect to ZYBO platform. These results show that both platforms are good candidates for implementing this kind of algorithms depending on the focus of the hardware: performance or power saving.

KW - computer vison

KW - FPGA

KW - HDL

KW - shape recognition

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U2 - 10.1109/ETCM48019.2019.9014902

DO - 10.1109/ETCM48019.2019.9014902

M3 - Conference contribution

AN - SCOPUS:85081998212

T3 - 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019

BT - 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019

Y2 - 13 November 2019 through 15 November 2019

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Borja A, Varengues G, Procel LM, Trojman L, Arevalo G, Cardenas D. Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms. En 2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 9014902. (2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019). doi: 10.1109/ETCM48019.2019.9014902

Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms

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