Interactive 3D Modeling - A Survey-based Perspective on Interactive 3D Reconstruction

Julius Schöning, Gunther Heidemann

2015

Abstract

3D reconstruction and modeling techniques based on computer vision show a significant improvement in recent decades. Despite the great variety, a majority of these techniques depend on specific photographic collections or video footage. For example, most are designed for large data collections, overlapping photos, captures from turntables or photos with lots of detectable features such as edges. If the input, however, does not fit the particular specification, most techniques can no longer create reasonable 3D reconstructions. We review the work in the research area of 3D reconstruction and 3D modeling with a focus on the specific capabilities of these methods and possible drawbacks. Within this literature review, the practical usability with the focus on the input data — the collections of photographs or videos — and on the resulting models are discussed. Upon this basis, we introduce our position of interactive 3D reconstruction and modeling as a possible opportunity of lifting current restrictions from these techniques, which leads to the possibility of creating CAD-ready models in the future.

References

  1. Agisoft (2014). Agisoft photoscan http://www.agisoft.ru/.
  2. Autodesk, Inc. (2014). Autodesk 123d catch | 3d model from photos http://www.123dapp.com/catch/.
  3. Debevec, P. E., Taylor, C. J., and Malik, J. (1996). Modeling and rendering architecture from photographs: A hybrid geometry- and image-based approach. Proceedings of the 23rd annual conference on Computer graphics and interactive techniques - SIGGRAPH 7896.
  4. Fulton, J. and Fraser, C. (2009). Automated reconstruction of buildings using a hand held video camera. In Innovations in Remote Sensing and Photogrammetry, pages 393-404. Springer.
  5. Furukawa, Y., Curless, B., Seitz, S. M., and Szeliski, R. (2009). Reconstructing building interiors from images. In Computer Vision, 2009 IEEE 12th International Conference on, pages 80-87. IEEE.
  6. Henry, P., Krainin, M., Herbst, E., Ren, X., and Fox, D. (2014). Rgb-d mapping: Using depth cameras for dense 3d modeling of indoor environments. In Experimental Robotics, pages 477-491. Springer.
  7. Kowdle, A., Chang, Y.-J., Gallagher, A., Batra, D., and Chen, T. (2014). Putting the user in the loop for image-based modeling. International Journal of Computer Vision, 108(1-2):30-48.
  8. Microsoft Corporation (2014). Photosynth - capture your world in 3d https://photosynth.net/.
  9. Pan, Q., Reitmayr, G., and Drummond, T. (2009). Proforma: Probabilistic feature-based on-line rapid model acquisition. Procedings of the British Machine Vision Conference 2009.
  10. Pollefeys, M., Nistér, D., Frahm, J.-M., Akbarzadeh, A., Mordohai, P., Clipp, B., Engels, C., Gallup, D., Kim, S.-J., Merrell, P., and et al. (2008). Detailed real-time urban 3d reconstruction from video. International Journal of Computer Vision, 78(2-3):143-167.
  11. Pollefeys, M., Van Gool, L., Vergauwen, M., Verbiest, F., Cornelis, K., Tops, J., and Koch, R. (2004). Visual modeling with a hand-held camera. International Journal of Computer Vision, 59(3):207-232.
  12. Snavely, N., Seitz, S. M., and Szeliski, R. (2006). Photo tourism: Exploring photo collections in 3d. ACM Transactions on Graphics, 25(3):835.
  13. Tanskanen, P., Kolev, K., Meier, L., Camposeco, F., Saurer, O., and Pollefeys, M. (2013). Live metric 3d reconstruction on mobile phones. In Computer Vision (ICCV), 2013 IEEE International Conference on, pages 65-72. IEEE.
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Paper Citation


in Harvard Style

Schöning J. and Heidemann G. (2015). Interactive 3D Modeling - A Survey-based Perspective on Interactive 3D Reconstruction . In Proceedings of the International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM, ISBN 978-989-758-077-2, pages 289-294. DOI: 10.5220/0005259402890294


in Bibtex Style

@conference{icpram15,
author={Julius Schöning and Gunther Heidemann},
title={Interactive 3D Modeling - A Survey-based Perspective on Interactive 3D Reconstruction},
booktitle={Proceedings of the International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM,},
year={2015},
pages={289-294},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005259402890294},
isbn={978-989-758-077-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM,
TI - Interactive 3D Modeling - A Survey-based Perspective on Interactive 3D Reconstruction
SN - 978-989-758-077-2
AU - Schöning J.
AU - Heidemann G.
PY - 2015
SP - 289
EP - 294
DO - 10.5220/0005259402890294