Real-time generation of augmented video sequences by background tracking

被引:4
|
作者
Douze, Matthijs [1 ]
Charvillat, Vincent [1 ]
机构
[1] INRIA, LEAR Grp, Grenoble, France
关键词
2D augmented reality; background tracking; matrix downdating;
D O I
10.1002/cav.116
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present a real-time system that outputs a multi-layer augmented video from a normal video stream. The input sequence is captured in a known environment: a panoramic image (the reference background) is provided before shooting. We use background tracking to register each input frame with this reference, and background subtraction to segment the foreground objects. Our background tracking method is a coarse-to-fine integration of three state-of-the-art algorithms that we make resistant to occlusions. In particular, we introduce an algebraic technique to properly adapt the Jurie and Dhome (ID) tracker (the most robust of them). We report experimental results on real and synthetic data which validate our approach. We generate our augmented video sequences by compositing layers: a natural or synthetic background and several natural or synthetic foregrounds. Copyright (c) 2006 John Wiley & Sons, Ltd.
引用
收藏
页码:537 / 550
页数:14
相关论文
共 50 条
  • [1] Augmented reality through real-time tracking of video sequences using a panoramic view
    Dehais, C
    Douze, M
    Morin, G
    Charvillat, V
    [J]. PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, 2004, : 995 - 998
  • [2] Real-time Object Detection and Tracking in Video Sequences
    Dornaika, F.
    Chakik, F.
    [J]. INTELLIGENT ROBOTS AND COMPUTER VISION XXVII: ALGORITHMS AND TECHNIQUES, 2010, 7539
  • [3] A robust hardware algorithm for real-time object tracking in video sequences
    Meribout, M
    Khriji, L
    Nakanishi, M
    [J]. REAL-TIME IMAGING, 2004, 10 (03) : 145 - 159
  • [4] REAL-TIME VIDEO TRACKING SYSTEM
    GILBERT, AL
    GILES, MK
    FLACHS, GM
    ROGERS, RB
    U, YH
    [J]. OPTICAL ENGINEERING, 1979, 18 (01) : 25 - 32
  • [5] Real-Time Finger Tracking with Improved Performance in Video Sequences with Motion Blur
    Popa, Daniel
    Gui, Vasile
    Otesteanu, Marius
    [J]. 2015 38TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2015,
  • [6] REAL-TIME VIDEO TRACKING SYSTEM
    GILBERT, AL
    GILES, MK
    FLACHS, GM
    ROGERS, RB
    U, YH
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1980, 2 (01) : 47 - 56
  • [7] Real-time tracking of video sequences in a panoramic view for object-based video coding
    Douze, M
    Charvillat, V
    [J]. IMAGE ANALYSIS, PROCEEDINGS, 2003, 2749 : 1022 - 1029
  • [8] Real-time video annotations for augmented reality
    Rosten, E
    Reitmayr, G
    Drummond, T
    [J]. ADVANCES IN VISUAL COMPUTING, PROCEEDINGS, 2005, 3804 : 294 - 302
  • [9] Real-time Camera Tracking for Augmented Reality
    Yu, Jung-Jae
    Kim, Jae-Hean
    Kim, Hye-mi
    Choi, Il
    Jeong, Il-Kwon
    [J]. 11TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY, VOLS I-III, PROCEEDINGS,: UBIQUITOUS ICT CONVERGENCE MAKES LIFE BETTER!, 2009, : 1286 - +
  • [10] Real-time camera tracking for augmented reality
    Chen, J
    Wang, YT
    Shi, Q
    Yan, DY
    [J]. CAD/GRAPHICS '2001: PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN AND COMPUTER GRAPHICS, VOLS 1 AND 2, 2001, : 489 - 492