Face recognition in office environments with Google AIY Vision Kit

Angel Hernandez; Francisco Ornelas; Juan Hurtado; Joel Gonzalez

doi:10.1109/iCASAT48251.2019.9069514

Face recognition in office environments with Google AIY Vision Kit

Angel Hernandez, Francisco Ornelas, Juan Hurtado, Joel Gonzalez

Centro de Investigación en Ciencia Aplicada y Tecnología Avanzada (CICATA), Unidad Querétaro

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

1 Cita (Scopus)

Resumen

The following document shows the design, development, and implementation of a computer vision system for face detection through convolutional neural networks. This system was first developed on a PC and then implemented in an embedded system such as the Google AIY Vision Kit; This kit is a powerful tool for working with machine and deep learning, as well as having an affordable cost. The main application of this system is for the surveillance of places with restricted access, such as laboratories, warehouses, offices. The methodology for the development of this system was: design the network, obtain a database for training, train the network, and test the performance of the system.

Idioma original	Inglés
Título de la publicación alojada	2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728131108
DOI	https://doi.org/10.1109/iCASAT48251.2019.9069514
Estado	Publicada - nov. 2019
Evento	2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019 - Queretaro, México Duración: 27 nov. 2019 → 28 nov. 2019

Serie de la publicación

Nombre	2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019

Conferencia

Conferencia	2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019
País/Territorio	México
Ciudad	Queretaro
Período	27/11/19 → 28/11/19

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Acceder al documento

10.1109/iCASAT48251.2019.9069514

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

Hernandez, A., Ornelas, F., Hurtado, J., & Gonzalez, J. (2019). Face recognition in office environments with Google AIY Vision Kit. En 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019 Artículo 9069514 (2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iCASAT48251.2019.9069514

Hernandez, Angel ; Ornelas, Francisco ; Hurtado, Juan et al. / Face recognition in office environments with Google AIY Vision Kit. 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019).

@inproceedings{37d4279c2a8f4e458ac40bf7410e8489,

title = "Face recognition in office environments with Google AIY Vision Kit",

abstract = "The following document shows the design, development, and implementation of a computer vision system for face detection through convolutional neural networks. This system was first developed on a PC and then implemented in an embedded system such as the Google AIY Vision Kit; This kit is a powerful tool for working with machine and deep learning, as well as having an affordable cost. The main application of this system is for the surveillance of places with restricted access, such as laboratories, warehouses, offices. The methodology for the development of this system was: design the network, obtain a database for training, train the network, and test the performance of the system.",

keywords = "computer vision, neural networks, security systems, single-board computer",

author = "Angel Hernandez and Francisco Ornelas and Juan Hurtado and Joel Gonzalez",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019 ; Conference date: 27-11-2019 Through 28-11-2019",

year = "2019",

month = nov,

doi = "10.1109/iCASAT48251.2019.9069514",

language = "Ingl{\'e}s",

series = "2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019",

address = "Estados Unidos",

}

Hernandez, A, Ornelas, F, Hurtado, J & Gonzalez, J 2019, Face recognition in office environments with Google AIY Vision Kit. En 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019., 9069514, 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019, Queretaro, México, 27/11/19. https://doi.org/10.1109/iCASAT48251.2019.9069514

Face recognition in office environments with Google AIY Vision Kit. / Hernandez, Angel; Ornelas, Francisco; Hurtado, Juan et al.
2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 9069514 (2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019).

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

TY - GEN

T1 - Face recognition in office environments with Google AIY Vision Kit

AU - Hernandez, Angel

AU - Ornelas, Francisco

AU - Hurtado, Juan

AU - Gonzalez, Joel

PY - 2019/11

Y1 - 2019/11

N2 - The following document shows the design, development, and implementation of a computer vision system for face detection through convolutional neural networks. This system was first developed on a PC and then implemented in an embedded system such as the Google AIY Vision Kit; This kit is a powerful tool for working with machine and deep learning, as well as having an affordable cost. The main application of this system is for the surveillance of places with restricted access, such as laboratories, warehouses, offices. The methodology for the development of this system was: design the network, obtain a database for training, train the network, and test the performance of the system.

AB - The following document shows the design, development, and implementation of a computer vision system for face detection through convolutional neural networks. This system was first developed on a PC and then implemented in an embedded system such as the Google AIY Vision Kit; This kit is a powerful tool for working with machine and deep learning, as well as having an affordable cost. The main application of this system is for the surveillance of places with restricted access, such as laboratories, warehouses, offices. The methodology for the development of this system was: design the network, obtain a database for training, train the network, and test the performance of the system.

KW - computer vision

KW - neural networks

KW - security systems

KW - single-board computer

UR - http://www.scopus.com/inward/record.url?scp=85084638278&partnerID=8YFLogxK

U2 - 10.1109/iCASAT48251.2019.9069514

DO - 10.1109/iCASAT48251.2019.9069514

M3 - Contribución a la conferencia

AN - SCOPUS:85084638278

T3 - 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019

BT - 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019

Y2 - 27 November 2019 through 28 November 2019

ER -

Hernandez A, Ornelas F, Hurtado J, Gonzalez J. Face recognition in office environments with Google AIY Vision Kit. En 2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 9069514. (2019 IEEE International Conference on Applied Science and Advanced Technology, iCASAT 2019). doi: 10.1109/iCASAT48251.2019.9069514

Face recognition in office environments with Google AIY Vision Kit

Resumen

Serie de la publicación

Conferencia

ODS de las Naciones Unidas

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto