Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm

Songkran Jarusirisawad, Hideo Saito, Vicent Nozick

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

In this paper, we present a new online video-based rendering (VBR) method that creates new views of a scene from uncalibrated cameras. Our method does not require information about the cameras intrinsic parameters. For obtaining a geometrical relation among the cameras, we use projective grid space (PGS) which is 3D space defined by epipolar geometry between two basis cameras. The other cameras are registered to the same 3D space by trifocal tensors between these basis cameras. We simultaneously reconstruct and render novel view using our proposed planesweep algorithm in PGS. To achieve real-time performance, we implemented the proposed algorithm in graphics processing unit (GPU). We succeed to create novel view images in real-time from uncalibrated cameras and the results show the efficiency of our proposed method.

Original languageEnglish
Title of host publication2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009
Pages1740-1747
Number of pages8
DOIs
Publication statusPublished - 2009
Event2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009 - Kyoto, Japan
Duration: 2009 Sep 272009 Oct 4

Other

Other2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009
CountryJapan
CityKyoto
Period09/9/2709/10/4

Fingerprint

Cameras
Tensors
Geometry

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering

Cite this

Jarusirisawad, S., Saito, H., & Nozick, V. (2009). Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm. In 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009 (pp. 1740-1747). [5457493] https://doi.org/10.1109/ICCVW.2009.5457493

Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm. / Jarusirisawad, Songkran; Saito, Hideo; Nozick, Vicent.

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. 2009. p. 1740-1747 5457493.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Jarusirisawad, S, Saito, H & Nozick, V 2009, Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm. in 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009., 5457493, pp. 1740-1747, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009, Kyoto, Japan, 09/9/27. https://doi.org/10.1109/ICCVW.2009.5457493
Jarusirisawad S, Saito H, Nozick V. Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm. In 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. 2009. p. 1740-1747. 5457493 https://doi.org/10.1109/ICCVW.2009.5457493
Jarusirisawad, Songkran ; Saito, Hideo ; Nozick, Vicent. / Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm. 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. 2009. pp. 1740-1747
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