Video registration and face detection in an automatic multisensor surveillance system

被引：2
|
作者：
Ye, G [1 ]
Wei, J [1 ]
Pickering, MR [1 ]
Frater, MR [1 ]
Arnold, JF [1 ]
机构：
[1] Univ New S Wales, Univ Coll, Australian Def Force Acad, Sch Elect Engn, Canberra, ACT, Australia
来源：
MULTISENSOR, MULTISOURCE INFORMATION FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS 2003 | 2003年 / 5099卷
关键词：
multisensor surveillance; multisensor video registration; hausdorff distance; face detection;
D O I：
10.1117/12.485862
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present a multisensor surveillance system that consists of an optical sensor and an infrared sensor. In this system, a background subtraction method based on the zero-order statistics is presented for the moving object segmentation. Additionally, we propose an iterative method for multisensor video registration based on the robust Hausdorff distance. An, efficient face detection system is shown as an application that will have enhanced performance based on the registration and fusion of the information from the two sensors. Experimental results show the efficacy of the proposed system.
引用
收藏
页码：232 / 240
页数：9
相关论文
共 50 条
  • [41] Face Detection System Based on Video Stream
    Zhang, Xingxian
    Liu, Chuanchang
    Su, Zhiyuan
    2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC), 2017, : 1130 - 1133
  • [42] An integrated automatic face detection and recognition system
    Koh, LH
    Ranganath, S
    Venkatesh, YV
    PATTERN RECOGNITION, 2002, 35 (06) : 1259 - 1273
  • [43] An Automatic Face Detection System for RGB Images
    Barbu, T.
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2011, 6 (01) : 21 - 32
  • [44] A monocular system for automatic face detection and tracking
    Stamou, GN
    Krinidis, M
    Nikolaidis, N
    Pitas, I
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2005, PTS 1-4, 2005, 5960 : 794 - 802
  • [45] Face Detection and Recognition for Automatic Attendance System
    Sanli, Onur
    Ilgen, Bahar
    INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1, 2019, 868 : 237 - 245
  • [46] Face detection based on BPNN and wavelet invariant moment in video surveillance
    Lin, Hongji
    Ye, Zhengchun
    LIFE SYSTEM MODELING AND SIMULATION, PROCEEDINGS, 2007, 4689 : 516 - +
  • [47] A novel method for detection and extraction of human face for video surveillance applications
    Rai, Mritunjay
    Yadav, R. K.
    INTERNATIONAL JOURNAL OF SIGNAL AND IMAGING SYSTEMS ENGINEERING, 2016, 9 (03) : 165 - 173
  • [48] Face detection approach in neural network based method for video surveillance
    Bojkovic, Zoran
    Samcovic, Andreja
    NEUREL 2006: EIGHT SEMINAR ON NEURAL NETWORK APPLICATIONS IN ELECTRICAL ENGINEERING, PROCEEDINGS, 2006, : 44 - +
  • [49] Human Tracking System for Automatic Video Surveillance with Particle Filters
    Beaugendre, Axel
    Miyano, Hiroyoshi
    Ishidera, Eiki
    Goto, Satoshi
    PROCEEDINGS OF THE 2010 IEEE ASIA PACIFIC CONFERENCE ON CIRCUIT AND SYSTEM (APCCAS), 2010, : 152 - 155
  • [50] An automatic system for unconstrained video-based face recognition
    Zheng J.
    Ranjan R.
    Chen C.-H.
    Chen J.-C.
    Castillo C.D.
    Chellappa R.
    IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020, 2 (03): : 194 - 209
12345