iBotGuard: an Internet-based intelligent robot security system using invariant face recognition against intruder

被引:47
作者
Liu, JNK [1 ]
Wang, M [1 ]
Feng, B [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Comp, Hong Kong, Hong Kong, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS | 2005年 / 35卷 / 01期
关键词
face recognition; Internet-based system; remote surveillance; security robot; streaming technology;
D O I
10.1109/TSMCC.2004.840051
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
One crucial application of intelligent robotic systems is remote surveillance using a security robot. A fundamental need in security is the ability to automatically verify an intruder into a secure or restricted area, to alert remote security personnel, and then to enable them to track the intruder. In this article, we propose an Internet-based security robot system. The face recognition approach possesses "invariant" recognition characteristics, including face recognition where facial expressions, viewing perspectives, three-dimensional poses, individual appearance, and lighting vary and occluding structures are present. The experiment uses a 33.6-kb/s modem Internet connection to successfully remotely control a mobile robot, proving that the streaming technology-based approach greatly improves the "sensibility" of robot teleoperation. This improvement ensures that security personnel can effectively and at low cost use the Internet to remotely control a mobile robot to track and identify a potential intruder.
引用
收藏
页码:97 / 105
页数:9
相关论文
共 23 条
[1]  
Aoki Y., 1999, P SCI 99 WORLD MULT, V5, P28
[2]   Exact bound for the convergence of metropolis chains [J].
Cai, HY .
STOCHASTIC ANALYSIS AND APPLICATIONS, 2000, 18 (01) :63-71
[3]   ON ACTIVE CONTOUR MODELS AND BALLOONS [J].
COHEN, LD .
CVGIP-IMAGE UNDERSTANDING, 1991, 53 (02) :211-218
[4]  
*ISO IEC JTC1 SC29, 2002, N4668 ISOIEC JTC1SC2
[5]   SNAKES - ACTIVE CONTOUR MODELS [J].
KASS, M ;
WITKIN, A ;
TERZOPOULOS, D .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) :321-331
[6]  
LEE R, 1999, P IEEE INT C SYST MA, V2, P172
[7]  
LEE RST, 1999, P 3 INT C KNOWL BAS, P292
[8]  
LUO RC, 2002, P IEEE ASME INT C AD
[9]  
MACK S, 2002, STREAMING MEDIA BIBL
[10]  
MALINOWSKI A, 2001, P 27 ANN C IEEE IND, V1, P170