A projector-camera system with real-time photometric adaptation for dynamic environments

被引:73
作者
Fujii, K [1 ]
Grossberg, MD [1 ]
Nayar, SK [1 ]
机构
[1] NTT Corp, NTT Cyber Space Labs, Yokosuka, Kanagawa, Japan
来源
2005 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS | 2005年
关键词
D O I
10.1109/CVPR.2005.41
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Projection systems can be used to implement augmented reality, as well as to create both displays and interfaces on ordinary surfaces. Ordinary surfaces have varying reflectance, color and geometry. These variations can be accounted for by integrating a camera into the projection System and applying methods from computer vision. The methods currently applied are fundamentally limited since they assume the camera, projector, and scene are static. In this paper we describe a technique for photometrically adaptive projection that makes it possible to handle a dynamic environment. We begin by presenting a co-axial projector-camera system whose geometric correspondence is independent of changes in the environment. To handle photometric changes, our method uses the errors between the desired and measured appearance of the projected image. A key novel aspect of our algorithm is that we combine a physics-based model with dynamic feedback to achieve real time adaptation to the changing environment. We verify our algorithm through a wide variety of experiments. We show that it is accurate and runs in real-time. Our algorithm can be applied broadly to assist HCl, visualization, shape recovery, and entertainment applications.
引用
收藏
页码:814 / 821
页数:8
相关论文
共 26 条
  • [1] Dynamic shader lamps : Painting on movable objects
    Bandyopadhyay, D
    Raskar, R
    Fuchs, H
    [J]. IEEE AND ACM INTERNATIONAL SYMPOSIUM ON AUGMENTED REALITY, PROCEEDINGS, 2001, : 207 - 216
  • [2] Neutralizing paintings with a projector
    Bell, IE
    [J]. COLOR IMAGING VIII: PROCESSING, HARDCOPY, AND APPLICATIONS, 2003, 5008 : 560 - 568
  • [3] Embedded entertainment with smart projectors
    Bimber, O
    Emmerling, A
    Klemmer, T
    [J]. COMPUTER, 2005, 38 (01) : 48 - +
  • [4] Range imaging with adaptive color structured light
    Caspi, D
    Kiryati, N
    Shamir, J
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (05) : 470 - 480
  • [5] Cruz-Neira C, 1993, P 20 ANN C COMP GRAP, P135, DOI DOI 10.1145/166117.166134
  • [6] FUNAYAMA C, 2002, P COL FOR JAP, P103
  • [7] Grossberg MD, 2004, PROC CVPR IEEE, P452
  • [8] Introduction to building projection-based tiled display systems
    Hereld, M
    Judson, IR
    Stevens, RL
    [J]. IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2000, 20 (04) : 22 - 28
  • [9] Ishii, 2002, P SIGCHI C HUM FACT, P355, DOI DOI 10.1145/503376.503439
  • [10] JAYNES C, 2001, P IEEE VIS, P152