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

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión 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 originalInglés
Título de la publicación alojada2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781728137643
DOI
EstadoPublicada - nov. 2019
Evento4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019 - Guayaquil, Ecuador
Duración: 13 nov. 201915 nov. 2019

Serie de la publicación

Nombre2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019

Conferencia

Conferencia4th IEEE Ecuador Technical Chapters Meeting, ETCM 2019
País/TerritorioEcuador
CiudadGuayaquil
Período13/11/1915/11/19

Nota bibliográfica

Publisher Copyright:
© 2019 IEEE.

Huella

Profundice en los temas de investigación de 'Implementation and Comparison of a Fast Shape Recognition Algorithm using Different FPGA Platforms'. En conjunto forman una huella única.

Citar esto