Abstract
We propose a technique for view synthesis of scenes with static objects as well as objects that translate independent of the camera motion. Assuming the availability of three vanishing points in general position in the given views, we set up an affine coordinate system in which the static and moving points are reconstructed and the translations of the dynamic objects are recovered. We then describe how to synthesize new views corresponding to a completely new camera specified in the affine space with new translations for the dynamic objects. As the extent of the synthesized scene is restricted by the availability of corresponding points, we use a voxel-based volumetric scene reconstruction scheme to obtain a scene model and synthesize views of the entire scene. We present experimental results to validate our technique.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Slabaugh, G.G., Culbertson, W.B., Malzbender, T., Stevens, M.R., Schafer, R.W.: Methods for Volumetric Reconstruction of Visual Scenes. International Journal of Computer Vision 57, 179–199 (2004)
Vidal, R., Ma, Y., Saotto, S., Sastry, S.: Two-View Multibody Structure from Motion. International Journal of Computer Vision (2002)
Shashua, A., Wolf, L.: Homography Tensors: On Algebraic Entities that Represent Three Views of Static or Moving Planar Points. In: Proc. European Conference on Computer Vision (2000)
Wexler, Y., Shashua, A.: On the Synthesis of Dynamic Scenes from Reference Views. In: Proc. Computer Vision and Pattern Recognition (2000)
Avidan, S., Shashua, A.: Trajectory Triangulation: 3D Reconstruction of Moving Points from a Monocular Image Sequence. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (2000)
Fitzgibbon, A., Zisserman, A.: Multibody Structure and Motion: 3-D Reconstruction of Independently Moving Objects. In: Proceedings of the European Conference on Computer Vision, pp. 891–906. Springer, Heidelberg (2000)
Han, M., Kanade, T.: Multiple Motion Scene Reconstruction with Uncalibrated Cameras. IEEE Transactions on Pattern Analysis and Machine Intelligence 25, 884–894 (2003)
Seitz, S., Dyer, C.: View Morphing. In: Proc. SIGGRAPH, pp. 21–30 (1996)
Fitzgibbon, A., Wexler, Y., Zisserman, A.: Image-Based Rendering Using Image-Based Priors. In: IEEE International Conference on Computer Vision, vol. 2 (2003)
Hartley, R., Zisserman, A.: Multiple View Geometry. Cambridge University Press, Cambridge (2000)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Sharma, G., Chaudhury, S., Srivastava, J.B. (2006). View Synthesis of Scenes with Multiple Independently Translating Objects from Uncalibrated Views. In: Narayanan, P.J., Nayar, S.K., Shum, HY. (eds) Computer Vision – ACCV 2006. ACCV 2006. Lecture Notes in Computer Science, vol 3851. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11612032_47
Download citation
DOI: https://doi.org/10.1007/11612032_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-31219-2
Online ISBN: 978-3-540-32433-1
eBook Packages: Computer ScienceComputer Science (R0)