Abstract
This paper presents an overview of a system for recovering 3D models corresponding to scenes for which only a single perspective image is available. The system encompasses a versatile set of semi-automatic single view reconstruction techniques and couples them with limited interactive user input in order to reconstruct textured 3D graphical models corresponding to the imaged input scenes. Such 3D models can serve as the digital content for supporting interactive multimedia and virtual reality applications. Furthermore, they can support novel applications in areas such as video games, 3D photography, visual metrology, computer-assisted study of art and crime scene reconstruction, etc.
Supported in part by the EU COOP-CT-2005-017405 project RECOVER.
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References
Debevec, P., Taylor, C., Malik, J.: Modeling and Rendering Architecture from Photographs. In: Proc. of SIGGRAPH 1996, pp. 11–20 (1996)
Horry, Y., Anjyo, K., Arai, K.: Tour Into the Picture. In: Proc. of SIGGRAPH 1997, New York, USA, pp. 225–232 (1997)
Liebowitz, D., Criminisi, A., Zisserman, A.: Creating Architectural Models from Images. Computer Graphics Forum 18(3), 39–50 (1999)
Sturm, P., Maybank, S.: A Method for Interactive 3D Reconstruction of Piecewise Planar Objects from Single Images. In: Proc. of BMVC 1999, September 1999, pp. 265–274 (1999)
Grossmann, E., Ortin, D., Santos-Victor, J.: Single and multi-view reconstruction of structured scenes. In: Proc. of ACCV 2002, pp. 228–234 (2002)
Hoiem, D., Efros, A., Hebert, M.: Automatic Photo Pop-Up. In: Proc. of SIGGRAPH 2005, New York, USA, pp. 577–584 (2005)
Zhang, L., Dugas-Phocion, G., Samson, J., Seitz, S.: Single View Modeling of Free-Form Scenes. In: Proc. of CVPR 2001., vol. 1, pp. 990–997 (2001)
Hartley, R., Zisserman, A.: Multiple View Geometry in Computer Vision. Cambridge University Press, Cambridge (2000)
Liebowitz, D., Zisserman, A.: Metric Rectification for Perspective Images of Planes. In: Proc. of CVPR 1998, Santa Barbara, CA, June 1998, pp. 482–488 (1998)
Johnson, M., Farid, H.: Metric Measurements on a Plane from a Single Image. Technical Report 579, Dartmouth College (December 2006)
Caprile, B., Torre, V.: Using Vanishing Points for Camera Calibration. IJCV 4(2), 127–140 (1990)
Hartley, R.I., Kaucic, R.: Sensitivity of Calibration to Principal Point Position. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol. 2351, pp. 433–446. Springer, Heidelberg (2002)
Liebowitz, D., Zisserman, A.: Combining Scene and Auto-calibration Constraints. In: Proc. of ICCV 1999, Kerkyra, Greece, September 1999, pp. 293–300 (1999)
Lourakis, M., Argyros, A.: Refining Single View Calibration With the Aid of Metric Scene Properties. WSCG Journal 15(1-3), 129–134 (2007)
Se, S.: Zebra-Crossing Detection for the Partially Sighted. In: Proc. of CVPR 2000, June 2000, pp. 211–217 (2000)
Nowak, U., Weimann, L.: A Family of Newton Codes for Systems of Highly Nonlinear Equations. Technical Report 91-10, ZIB Berlin (December 1991)
Criminisi, A., Perez, P., Toyama, K.: Region Filling and Object Removal by Exemplar-Based Image Inpainting. IEEE Trans. on IP 13(9), 1200–1212 (2004)
Efros, A., Freeman, W.: Image Quilting for Texture Synthesis and Transfer. In: Proc. of SIGGRAPH 2001, New York, NY, USA, pp. 341–346 (2001)
Horn, B.: Closed-Form Solution of Absolute Orientation Using Unit Quaternions. J. Optical Soc. Am. A 4(4), 629–642 (1987)
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Lourakis, M.I.A. (2008). A System for Geometrically Constrained Single View Reconstruction. In: Gasteratos, A., Vincze, M., Tsotsos, J.K. (eds) Computer Vision Systems. ICVS 2008. Lecture Notes in Computer Science, vol 5008. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-79547-6_19
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DOI: https://doi.org/10.1007/978-3-540-79547-6_19
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