Abstract
This paper presents a system for generating multi-perspective panoramas for long scenes from dense image sequences. Panoramas are created by combining different perspectives, including both original and novel perspectives. The latter are rendered using our perspective synthesis algorithm, which employs geometrical information to eliminate the sampling error distortion caused by depth parallax of non-planar scenes. Our approach for creating multi-perspective panoramas is different from existing methods in that a perspective composition framework is presented to combine various perspectives to form a panorama without undesired visual artifacts, through suppressing both colour inconsistencies and structural misalignments among input perspectives. We show that this perspective composition can facilitate the generation of panoramas from user specified multi-perspective configurations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Szeliski, R., Shum, H.Y.: Creating full view panoramic image mosaics and environment maps. Journal of Computer Graphics 31, 251–258 (1997)
Shum, H.Y., Szeliski, R.: Construction of panoramic image mosaics with global and local alignment. International Journal of Computer Vision 36(2), 101–130 (2000)
Brown, M., Lowe, D.G.: Recognising panoramas. In: Proceedings of IEEE International Conference on Computer Vision, vol. 2, pp. 1218–1225 (2003)
Peleg, S., Rousso, B., Rav-Acha, A., Zomet, A.: Mosaicing on adaptive manifold. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(10), 1144–1154 (2000)
Zomet, A., Feldman, D., Peleg, S., Weinshall, D.: Mosaicing new views: the crossed-slits projection. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(6), 741–754 (2003)
Szeliski, R., Kang, S.B.: Direct methods for visual scene reconstruction. In: Proceedings of IEEE Workshop on Representation of Visual Scenes, pp. 26–33 (1995)
Kumar, R., Anandan, P., Irani, M., Bergen, J., Hanna, K.: Representation of scenes from collections of images. In: Proceedings of IEEE Workshop on Representation of Visual Scenes, pp. 10–17 (1995)
Zheng, K.C., Kang, S.B.: Layered depth panoramas. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1–8 (2007)
Shum, H.Y., Szeliski, R.: Construction of panoramic image mosaics with global and local alignment. International Journal of Computer Vision 36(2), 101–130 (2000)
Agarwala, A., Agrawala, M., Cohen, M., Salesin, D., Szeliski, R.: Photographing long scenes with multi-viewpoint panoramas. ACM Transactions on Graphics 25(3), 853–861 (2006)
Zheng, J.Y.: Digital route panoramas. IEEE Multimedia 10(3), 57–67 (2003)
Peleg, S., Rousso, B., Rav-Acha, A., Zomet, A.: Mosaicing on adaptive manifold. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(10), 1144–1154 (2000)
Roman, A., Garg, G., Levoy, M.: Interactive design of multi-perspective images for visualizing urban landscapes. In: Proceedings of IEEE Visualization, pp. 537–544 (2004)
Wexler, Y., Simakov, D.: Space-time scene mnifolds. In: Proceedings of the International Conference on Computer Vision, vol. 1, pp. 858–863 (2005)
Roman, A., Lensch, H.P.A.: Automatic multiperspective images. In: Proceedings of Eurographics Symposium on Rendering, pp. 161–171 (2006)
Acha, A.R., Eagel, G., Peleg, S.: Minimal Aspect Distortion (MAD) Mosaicing of long scenes. International Journal of Computer Vision 78(2-3), 187–206 (2008)
Birchfield, S., Tomasi, C.: Multiway cut for stereo and motion with slanted surfaces. In: Proceedings of the International Conference on Computer Vision, pp. 489–495 (1999)
Shi, J., Tomasi, C.: Good features to track. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 593–600 (1994)
Kolmogorov, V., Zabih, R.: What energy functions can be minimized via graph cuts. IEEE Transactions on Pattern Analysis and Machine Intelligence 26(2), 147–159 (2004)
Pérez, P., Gangne, M., Blake, A.: Poisson image editing. In: Proceedings of SIGGRAPH, vol. 22, pp. 313–318 (2003)
Fang, H., Hart, J.C.: Textureshop: texture synthesis as a photograph editing tool. In: Proceedings of SIGGRAPH, vol. 23, pp. 354–359 (2004)
Jia, J., Tang, C.-K.: Image stitching using structure deformation. IEEE Transactions on Pattern Analysis and Machine Intelligence 30(4), 617–631 (2008)
Lowe, D.G.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision 60(2), 91–110 (2004)
Kopf, J., Chen, B., Szeliski, R., Cohen, M.: Street-Slide: Browsing street level imagery. ACM Transactions on Graphics 29(4), 96:1–96:8 (2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fang, S., Campbell, N. (2013). Visualization of Long Scenes from Dense Image Sequences Using Perspective Composition. In: Csurka, G., Kraus, M., Laramee, R.S., Richard, P., Braz, J. (eds) Computer Vision, Imaging and Computer Graphics. Theory and Application. Communications in Computer and Information Science, vol 359. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38241-3_5
Download citation
DOI: https://doi.org/10.1007/978-3-642-38241-3_5
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-38240-6
Online ISBN: 978-3-642-38241-3
eBook Packages: Computer ScienceComputer Science (R0)