Using pano-mapping tables for unwarping of omni-images into panoramic and perspective-view images

被引:20
作者
Jeng, S. W.
Tsai, W. H.
机构
[1] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu 30010, Taiwan
[2] Asia Univ, Dept Comp Sci & Informat Engn, Taichung 41354, Taiwan
关键词
D O I
10.1049/iet-ipr:20060201
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A unified approach to unwarping of omni-images into panoramic or perspective-view images is proposed. The approach does not adopt the conventional technique of calibrating the related parameters of an omni-camera. Instead, it is based on a new concept of a pano-mapping table, which is created once forever, by a simple learning process for an omni-camera of any kind, as a summary of the information conveyed by all the camera parameters. The learning process takes, as input, a set of landmark point pairs, in the world space and in a given image. With the help of the pano-mapping table, any panoramic or perspective-view image can be created from an input omni-image taken by the omni-camera, according to an analytic computation process proposed in the paper. Experimental results show the feasibility of the proposed approach.
引用
收藏
页码:149 / 155
页数:7
相关论文
共 20 条
  • [1] A theory of single-viewpoint catadioptric image formation
    Baker, S
    Nayar, SK
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1999, 35 (02) : 175 - 196
  • [2] BENOSMAN R, 2001, MONOGRAPHS COMPUTER
  • [3] BURDEN LR, 2000, NUMERICAL ANAL
  • [4] Towards monitoring human activities using an omnidirectional camera
    Chen, XL
    Yang, J
    [J]. FOURTH IEEE INTERNATIONAL CONFERENCE ON MULTIMODAL INTERFACES, PROCEEDINGS, 2002, : 423 - 428
  • [5] Geyer C., 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision, P398, DOI 10.1109/ICCV.1999.791248
  • [6] JENG SW, 2004, P 2004 IEEE INT C NE, P204
  • [7] JENG SW, 2003, P 16 IPPR C COMP VIS, P414
  • [8] Kerbyson D. J., 1995, Fifth International Conference on Image Processing and its Applications (Conf. Publ. No.410), P370, DOI 10.1049/cp:19950683
  • [9] Calibration method for misaligned catadioptric camera
    Mashita, Tomohiro
    Iwai, Yoshio
    Yachida, Masahiko
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2006, E89D (07): : 1984 - 1993
  • [10] Morita S, 2003, 2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, VOLS I-III, PROCEEDINGS, P1245