Efficient Face Detection And Identification In Networked Video Surveillance Systems

被引：0

作者：

Saadat, Md Nazmus ^{[1
]}

Kabir, Hasibul ^{[1
]}

Long, Zalizah Awang ^{[1
]}

Sofian, Hannah ^{[1
]}

Zuhairi, Megat Farez Azril ^{[1
]}

机构：

[1] Univ Kuala Lumpur, MIIT, 1016 Jalan Sultan Ismail, Kuala Lumpur, Malaysia

来源：

PROCEEDINGS OF THE 2020 14TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INFORMATION MANAGEMENT AND COMMUNICATION (IMCOM) | 2020年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Applications for face detection use algorithms that rely on identifying human faces in broader photos that may include environments, artifacts, and other sections of a person's physique. This work proposes a real-time identification system, based on modern image processing capabilities of open source API like OpenCV and due to the solution requirements, a study on the performance analysis of such solution compared to available commercial framework like SPID from NEC is intended. However, here, the study is available with the results of various experiments on the developed system. A systematic approach is followed to produce such outputs and have been measured using software codes. By using IP camera and a Raspberry Pi, the solution developed is simple in nature. This study relies on face detection and identification functionalities for human faces but not limited to live faces only but mix of faces from still images as well.

引用

页数：9

共 50 条

[1] Efficient Approach for Face Detection in Video Surveillance
宋红
石峰
Journal of DongHua University, 2003, (04) : 52 - 55
[2] Face detection for efficient video-surveillance IoT based embedded system
Vela-Medina, J. C.
Guerrero-Sanchez, A. E.
Rivas-Araiza, J. E.
Rivas-Araiza, E. A.
2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION/XXIII CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (ICA-ACCA), 2018,
[3] Efficient face detection with segmentation and feature-based face scoring in surveillance systems
Chen, Tse-Wei
Chan, Wei-Kai
Chien, Shao-Yi
2007 IEEE NINTH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2007, : 215 - 218
[4] NFGS Enabled Face Re-identification for Efficient Surveillance in Low Quality Video
Saha, Pallavi
Das, Apurba
2019 FIFTH INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP 2019), 2019, : 114 - 118
[5] Application of Face Detection and Recognition in Video Surveillance
Xue, Jing
INTERNATIONAL CONFERENCE ON MATERIALS PROCESSING AND MECHANICAL MANUFACTURING ENGINEERING (MPMME 2015), 2015, : 114 - 119
[6] Integrated approach of multiple face detection for video surveillance
Kim, TK
Lee, SU
Lee, JH
Kee, SC
Kim, SR
16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL II, PROCEEDINGS, 2002, : 394 - 397
[7] An Efficient Face Detection and Recognition Method for Surveillance
Arya, K. V.
Adarsh, Abhinav
2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), 2015, : 262 - 267
[8] Face Detection and Encryption for Privacy Preserving in Surveillance Video
Liu, Suolan
Kong, Lizhi
Wang, Hongyuan
PATTERN RECOGNITION AND COMPUTER VISION, PT III, 2018, 11258 : 162 - 172
[9] Combined approach to face detection for video-surveillance
Paliy, I.
Kurylyak, Y.
Kapura, V.
Sachenko, A.
Lamovsky, D.
Sadykhov, R.
IDAACS 2007: PROCEEDINGS OF THE 4TH IEEE WORKSHOP ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS, 2007, : 594 - +
[10] Matlab Simulation of Algorithms for Face Detection in Video Surveillance
Sanchez, Cristian
Martinez-Mosquera, Diana
Navarrete, Rosa
2019 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS AND SOFTWARE TECHNOLOGIES (ICI2ST), 2019, : 40 - 47

← 1 2 3 4 5 →