Implementation of Automatic Face Detection System Based on ARM

Keng Li; He Chen

doi:10.1109/ICSIDP47821.2019.9173162

Implementation of Automatic Face Detection System Based on ARM

Keng Li, He Chen

信息与电子学院

Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

The embedded automatic face detection system is to locate the face region in the real scene. In order to reach a real-time performance, We adopt a cascaded structure of the convolution neural network model to solve face detection problem. In hardware implementation, the ARM Cortex-A9 processor is used to achieve the algorithm. And the Neon unit in ARM is used to achieve the parallel operation of the basic data of the algorithm, so the detection algorithm is accelerated to achieve the real-time operation of the automatic face detection system.

源语言	英语
主期刊名	ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019
出版商	Institute of Electrical and Electronics Engineers Inc.
ISBN（电子版）	9781728123455
DOI	https://doi.org/10.1109/ICSIDP47821.2019.9173162
出版状态	已出版 - 12月 2019
活动	2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019 - Chongqing, 中国期限: 11 12月 2019 → 13 12月 2019

出版系列

姓名	ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019

会议

会议	2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019
国家/地区	中国
市	Chongqing
时期	11/12/19 → 13/12/19

访问文件

10.1109/ICSIDP47821.2019.9173162

其它文件与链接

链接到 Scopus 的出版物

引用此

Li, K., & Chen, H. (2019). Implementation of Automatic Face Detection System Based on ARM. 在 ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019 文章 9173162 (ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSIDP47821.2019.9173162

@inproceedings{bd0be624c7724b238424a1bd4205dba9,

title = "Implementation of Automatic Face Detection System Based on ARM",

abstract = "The embedded automatic face detection system is to locate the face region in the real scene. In order to reach a real-time performance, We adopt a cascaded structure of the convolution neural network model to solve face detection problem. In hardware implementation, the ARM Cortex-A9 processor is used to achieve the algorithm. And the Neon unit in ARM is used to achieve the parallel operation of the basic data of the algorithm, so the detection algorithm is accelerated to achieve the real-time operation of the automatic face detection system.",

keywords = "ARM, convolution neural network, face detection",

author = "Keng Li and He Chen",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019 ; Conference date: 11-12-2019 Through 13-12-2019",

year = "2019",

month = dec,

doi = "10.1109/ICSIDP47821.2019.9173162",

language = "English",

series = "ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019",

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

booktitle = "ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019",

address = "United States",

}

Li, K & Chen, H 2019, Implementation of Automatic Face Detection System Based on ARM. 在 ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019., 9173162, ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019, Chongqing, 中国, 11/12/19. https://doi.org/10.1109/ICSIDP47821.2019.9173162

Implementation of Automatic Face Detection System Based on ARM. / Li, Keng; Chen, He.
ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 9173162 (ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Implementation of Automatic Face Detection System Based on ARM

AU - Li, Keng

AU - Chen, He

PY - 2019/12

Y1 - 2019/12

N2 - The embedded automatic face detection system is to locate the face region in the real scene. In order to reach a real-time performance, We adopt a cascaded structure of the convolution neural network model to solve face detection problem. In hardware implementation, the ARM Cortex-A9 processor is used to achieve the algorithm. And the Neon unit in ARM is used to achieve the parallel operation of the basic data of the algorithm, so the detection algorithm is accelerated to achieve the real-time operation of the automatic face detection system.

AB - The embedded automatic face detection system is to locate the face region in the real scene. In order to reach a real-time performance, We adopt a cascaded structure of the convolution neural network model to solve face detection problem. In hardware implementation, the ARM Cortex-A9 processor is used to achieve the algorithm. And the Neon unit in ARM is used to achieve the parallel operation of the basic data of the algorithm, so the detection algorithm is accelerated to achieve the real-time operation of the automatic face detection system.

KW - ARM

KW - convolution neural network

KW - face detection

UR - http://www.scopus.com/inward/record.url?scp=85091934889&partnerID=8YFLogxK

U2 - 10.1109/ICSIDP47821.2019.9173162

DO - 10.1109/ICSIDP47821.2019.9173162

M3 - Conference contribution

AN - SCOPUS:85091934889

T3 - ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019

BT - ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019

Y2 - 11 December 2019 through 13 December 2019

ER -

Li K, Chen H. Implementation of Automatic Face Detection System Based on ARM. 在 ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 9173162. (ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019). doi: 10.1109/ICSIDP47821.2019.9173162

Implementation of Automatic Face Detection System Based on ARM

摘要

出版系列

会议

访问文件

其它文件与链接

指纹

引用此