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
  • [1] Simultaneous tracking and registration in a multisensor surveillance system
    Ye, G
    Wei, J
    Pickering, MR
    Frater, MR
    Arnold, JF
    2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS, 2003, : 933 - 936
  • [2] Detection of gait characteristics for scene registration in video surveillance system
    Havasi, Laszlo
    Szlavik, Zoltan
    Sziranyi, Tamas
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (02) : 503 - 510
  • [3] A new video surveillance system employing occluded face detection
    Kim, J
    Sung, Y
    Yoon, SM
    Park, BG
    INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2005, 3533 : 65 - 68
  • [4] An automatic face detection and recognition system for video indexing applications
    Acosta, E
    Torres, L
    Albiol, A
    Delp, E
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 3644 - 3647
  • [5] Research of Video Surveillance System Base on Face Recognition and Motion Detection
    Jiang, Daguang
    Yi, Junkai
    Bian, Gaohui
    ADVANCED MATERIALS AND INFORMATION TECHNOLOGY PROCESSING, PTS 1-3, 2011, 271-273 : 961 - 966
  • [6] Automatic structures detection and spatial registration using multisensor satellite imagery
    Eugenio, F
    Rovaris, E
    Marcello, J
    Marqués, F
    IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 1038 - 1040
  • [7] An Automatic Fire Detection and Warning System Under Home Video Surveillance
    Hasan, Md. Mahamudul
    Razzak, M. Abdur
    2016 IEEE 12TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA), 2016, : 258 - 262
  • [8] On the possibility of automatic multisensor image registration
    Inglada, J
    Giros, A
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (10): : 2104 - 2120
  • [9] A highly efficient system for automatic face region detection in MPEG video
    Wang, HL
    Chang, SF
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (04) : 615 - 628
  • [10] 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
12345