Geometrical fundamentals of polycentric panoramas

This paper proposes polycentric panoramas as a general model of panoramic images. The model formalizes essential characteristics of panoramic geometry. It is able to describe a wide range of panoramic images, including those potentially of future interest, or previously introduced such as single-center, multi-perspective, or concentric panoramas. This paper presents geometrical fundamentals towards stereo applications based on sets of polycentric panoramas. We discuss the image acquisition model, epipolar geometry and a 3D reconstruction approach for this general model of polycentric panoramas. Our theorems on epipolar curve and 3D reconstruction hold for any pair of polycentric panoramas. Corollaries demonstrate that the proposed mathematical model clarifies the understanding and characterization of more specific models. Epipolar curves of special cases are illustrated on panoramic images acquired by a high resolution line-camera.

[1]  Hiroshi Ishiguro,et al.  Omni-Directional Stereo , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  O. Faugeras Three-dimensional computer vision: a geometric viewpoint , 1993 .

[3]  Kenichi Kanatani,et al.  Geometric computation for machine vision , 1993 .

[4]  Leonard McMillan,et al.  Plenoptic Modeling: An Image-Based Rendering System , 2023 .

[5]  David W. Murray Recovering Range Using Virtual Multicamera Stereo , 1995, Comput. Vis. Image Underst..

[6]  Shenchang Eric Chen,et al.  QuickTime VR: an image-based approach to virtual environment navigation , 1995, SIGGRAPH.

[7]  Gang Xu,et al.  Epipolar Geometry in Stereo, Motion and Object Recognition , 1996, Computational Imaging and Vision.

[8]  David Salesin,et al.  Multiperspective panoramas for cel animation , 1997, SIGGRAPH.

[9]  Mei Han,et al.  Interactive construction of 3D models from panoramic mosaics , 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

[10]  Reinhard Klette,et al.  Computer vision - three-dimensional data from images , 1998 .

[11]  Yi-Ping Hung,et al.  Panoramic Stereo Imaging System with Automatic Disparity Warping and Seaming , 1998, Graph. Model. Image Process..

[12]  Paul Rademacher,et al.  Multiple-center-of-projection images , 1998, SIGGRAPH.

[13]  Tomás Svoboda,et al.  Epipolar Geometry of Panoramic Cameras , 1998, ECCV.

[14]  Ralf Reulke,et al.  Der Drei-Zeilen CCD-Stereo-Scanner WAAC: Grundaufbau und Anwendungen in der Photogrammetrie , 1998 .

[15]  Yasushi Yagi,et al.  Omnidirectional Sensing and Its Applications , 1999 .

[16]  Harry Shum,et al.  Stereo reconstruction from multiperspective panoramas , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[17]  Harry Shum,et al.  Rendering with concentric mosaics , 1999, SIGGRAPH.

[18]  Shmuel Peleg,et al.  Stereo panorama with a single camera , 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149).

[19]  Takashi Matsuyama,et al.  Cooperative Distributed Vision: Dynamic Integration of Visual Perception, Action, and Communication , 1999, KI.