Animage-based approach to the reconstruction of ancient architectures by extracting and arranging 3D spatial components

Divya Udayan J, HyungSeok KIM, Jee-In KIM

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Front. Inform. Technol. Electron. Eng ›› 2015, Vol. 16 ›› Issue (1) : 12-27. DOI: 10.1631/FITEE.1400141
FITEE

Animage-based approach to the reconstruction of ancient architectures by extracting and arranging 3D spatial components

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Abstract

The objective of this research is the rapid reconstruction of ancient buildings of historical importance using a single image. The key idea of our approach is to reduce the infinite solutions that might otherwise arise when recovering a 3D geometry from 2D photographs. The main outcome of our research shows that the proposed methodology can be used to reconstruct ancient monuments for use as proxies for digital effects in applications such as tourism, games, and entertainment, which do not require very accurate modeling. In this article, we consider the reconstruction of ancient Mughal architecture including the Taj Mahal. We propose a modeling pipeline that makes an easy reconstruction possible using a single photograph taken from a single view, without the need to create complex point clouds from multiple images or the use of laser scanners. First, an initial model is automatically reconstructed using locally fitted planar primitives along with their boundary polygons and the adjacency relation among parts of the polygons. This approach is faster and more accurate than creating a model from scratch because the initial reconstruction phase provides a set of structural information together with the adjacency relation, which makes it possible to estimate the approximate depth of the entire structural monument. Next, we use manual extrapolation and editing techniques with modeling software to assemble and adjust different 3D components of the model. Thus, this research opens up the opportunity for the present generation to experience remote sites of architectural and cultural importance through virtual worlds and real-time mobile applications. Variations of a recreated 3D monument to represent an amalgam of various cultures are targeted for future work.

Keywords

Digital reconstruction / 3D virtual world / 3D spatial components / Vision and scene understanding

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Divya Udayan J, HyungSeok KIM, Jee-In KIM. Animage-based approach to the reconstruction of ancient architectures by extracting and arranging 3D spatial components. Front. Inform. Technol. Electron. Eng, 2015, 16(1): 12‒27 https://doi.org/10.1631/FITEE.1400141

References

[1]
AlHalawani, S., Yang, Y.L., Liu, H., , 2013. Interactive facades analysis and synthesis of semi-regular facades. Comput. Graph. Forum, 32(2pt2): 215−224.
CrossRef Google scholar
[2]
Bao, F., Yan, D.M., Mitra, N.J., , 2013. Generating and exploring good building layouts. ACM Trans. Graph., 32(4): 122.1−122.10.
CrossRef Google scholar
[3]
Bay, H., Tuytelaars, T., van Gool, L., 2006. SURF: speeded up robust features. Proc. 9th European Conf. on Computer Vision, p.404−417.
CrossRef Google scholar
[4]
Bokeloh, M., Berner, A., Wand, M., , 2009. Symmetry detection using feature lines. Comput. Graph. Forum, 28(2): 697−706.
CrossRef Google scholar
[5]
Ceylan, D., Mitra, N.J., Li, H., , 2012. Factored facade acquisition using symmetric line arrangements. Comput. Graph. Forum, 31(2pt3): 671−680.
CrossRef Google scholar
[6]
Ceylan, D., Mitra, N.J., Zheng, Y., , 2014. Coupled structure-from-motion and 3D symmetry detection for urban facades. ACM Trans. Graph., 33(1): 2.1−2.15.
CrossRef Google scholar
[7]
Chen, E., Williams, L., 1993. View interpolation for image synthesis. Proc. 20th Annual Conf. on Computer Graphics and Interative Techniques, p.279−288.
CrossRef Google scholar
[8]
Chen, T., Zhu, Z., Shamir, A., , 2013. 3-Sweep: extruding editable objects from a single photo. ACM Trans. Graph., 32(6): 195.1−195.10.
CrossRef Google scholar
[9]
Çıçek, A., Gülesın, M., 2004. Reconstruction of 3D models from 2D orthographic views using solid extrusion and revolution. J. Mater. Process. Technol., 152(3): 291−298.
CrossRef Google scholar
[10]
Cignoni, P., Rocchini, C., Scopigno, R., 1998. Metro: measuring error on simplified surfaces. Comput. Graph. Forum, 17(2):167−174.
CrossRef Google scholar
[11]
Criminisi, A., Reid, I., Zisserman, A., 2000. Single view metrology. Int. J. Comput. Vis., 40(2):123−148.
CrossRef Google scholar
[12]
Davies, E.R., 2005. Machine Vision: Theory, Algorithms, Practicalities. Morgan Kauffman Press, San Francisco, USA.
[13]
Debevec, P.E., Taylor, C.J., Malik, J., 1996. Modeling and rendering architecture from photographs: a hybrid geometry- and image-based approach. Proc. 23rd Annual Conf. on Computer Graphics and Interative Techniques, p.11−20.
CrossRef Google scholar
[14]
Dung, L.R., Huang, C.M., Wu, Y.Y., 2013. Implementation of RANSAC algorithm for feature-based image registration. J. Comput. Commun., 1: 46−50.
CrossRef Google scholar
[15]
Encyclopedia, 2014. Mughal Architecture, Britannica Online. Available from https://www.britannica.com/art/Mughal-architecture [Accessed on 2014-Dec].
[16]
Faugeras, O., Laveau, S., Robert, L., 1995. 3-D reconstruction of urban scenes from sequences of images. Automatic Extraction of Man-Made Objects from Aerial and Space Images, p.145−168.
CrossRef Google scholar
[17]
Felzenszwalb, P.F., Huttenlochet, D.P., 2004. Efficient graphbased image segmentation. Int. J. Comput. Vis., 59(2): 167−181.
CrossRef Google scholar
[18]
Frahm, J.M., Fite-Georgel, P., Gallup, D., , 2010. Building Rome on a cloudless day. Proc. 11th European Conf. on Computer Vision, p. 368−381.
CrossRef Google scholar
[19]
Garcia-Gago, J., Gomez-Lahoz, J., Rodriguez-Mendez, J., , 2014. Historical single image-based modeling: the case of Gobierna Tower, Zamora (Spain). Remote Sens., 6(2): 1085−1101.
CrossRef Google scholar
[20]
Geman, S., Geman, D., 1984. Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. Patt. Anal. Mach. Intell., 6(6): 721−741.
CrossRef Google scholar
[21]
Gormen, T.H., Leiserson, C.E., Rivest, R.L., , 1990. Introduction to Algorithms. MIT Press, McGraw-Hill Book Company, New York, USA.
[22]
Guillou, E., Meneveaux, D., Maisel, E., , 2000. Using vanishing points for camera calibration and coarse 3D reconstruction from a single image. Vis. Comput., 16(7): 396−410.
CrossRef Google scholar
[23]
Hoiem, D., Efros, A.A., Hebert, M., 2005. Geometric context from a single image. Proc. 10th IEEE Int. Conf. on Computer Vision, p. 654−661.
CrossRef Google scholar
[24]
Horn, B.K.P., 1990. Height and gradient from shading. Int. J. Comput. Vis., 5(1): 37−75.
CrossRef Google scholar
[25]
Horry, Y., Anjyo, K., Arai, K., 1997. Tour into the picture: using a spidery mesh interface to make animation from a single image. Proc. 24th Annual Conf. on Computer Graphics and Interactive Techniques, p.225−232.
CrossRef Google scholar
[26]
Kang, S., 1998. Depth Painting for Image-Based Rendering Applications. Technical Report, Compaq Computer Corporation, Cambridge Research Lab.
[27]
Laveau, S., Faugeras, O., 1994. 3D scene representation as a collection of images. Proc. 12th Int. Conf. on Pattern Recognition, p.689−691.
CrossRef Google scholar
[28]
Liebowitz, D., Criminisi, A., Zisserman, A., 1999. Creating architectural models from images. Comput. Graph. Forum, 18(3): 39−50.
CrossRef Google scholar
[29]
Lowe, D.G., 2004. Distinctive image features from scaleinvariant keypoints. Int. J. Comput. Vis., 60(2): 91−110.
CrossRef Google scholar
[30]
Ma, J., Chan, J.C., Canters, F., 2010. Fully automatic subpixel image registration of multiangle CHRIS/Proba data. IEEE Trans. GeoSci. Remote Sens., 48(7): 2829−2839.
CrossRef Google scholar
[31]
Manferdini, A.M., 2012. A methodology for the promotion of cultural heritage sites through the use of low-cost technologies and procedures. Proc. 17th Int. Conf. on 3D Web Technology, p.180.
CrossRef Google scholar
[32]
McMillan, L., Bishop, G., 1995. Plenoptic modeling: an image-based rendering system. Proc. 22nd Annual Conf. on Computer Graphics and Interactive Techniques, p.39−46.
CrossRef Google scholar
[33]
Mitra, N.J., Pauly, M., 2008. Symmetry for architectural design. Advances in Architectural Geometry, p.13−16.
[34]
Mitra, N.J., Pauly, M., Wand, M., , 2013. Symmetry in 3D geometry: extraction and applications. Comput. Graph. Forum, 32(6): 1−23.
CrossRef Google scholar
[35]
Muller, P., Zeng, G., Wonka, P., , 2007. Image-based procedural modeling of facades. ACM Trans. Graph., 26(3): 85.1−85.9.
CrossRef Google scholar
[36]
Nagai, T., Ikehara, M., Kurematsu, A., 2007. HMM-based surface reconstruction from single images. Syst. Comput. Jpn., 38(11): 80−89.
CrossRef Google scholar
[37]
Nan, L., Sharf, A., Zhang, H., , 2010. SmartBoxes for interactive urban reconstruction. ACM Trans. Graph., 29(4): 93.1−93.10.
CrossRef Google scholar
[38]
Nevatia, R., Babu, K.R., 1980. Linear feature extraction and description. Comput. Graph. Image Process., 13(3): 257−269.
CrossRef Google scholar
[39]
Oh, B.M., Chen, M., Dorsey, J., , 2001. Image-based modeling and photo editing. Proc. 28th Annual Conf. on Computer Graphics and Interactive Techniques, p.433−442.
CrossRef Google scholar
[40]
Poulin, P., Ouimet, M., Frasson, M.C., 1998. Interactively modeling with photogrammetry. Proc. Eurographics Workshop on Rendering, p.93−104.
CrossRef Google scholar
[41]
Pylvanainen, T., Berclaz, J., Korah, T., , 2012. 3D city modeling from street-level data for augmented reality applications. Proc. 2nd Int. Conf. on 3D Imaging, Modeling, Processing, Visualization and Transmission, p.238−245.
CrossRef Google scholar
[42]
Remondino, F., 2011. Heritage recording and 3D modeling with photogrammetry and 3D scanning. Remote Sens., 3(6): 1104−1138.
CrossRef Google scholar
[43]
Saxena, A., Chung, S.H., Ng, A.Y., 2008a. 3-D depth reconstruction from a single still image. Int. J. Comput. Vis., 76(1): 53−69.
CrossRef Google scholar
[44]
Saxena, A., Sun, M., Ng, A.Y., 2008b. Make3D: depth perception from a single still image. Proc. 23rd AAAI Conf. on Artificial Intelligence, p.1571−1576.
[45]
Shade, J., Gortler, S., He, L., , 1998. Layered depth images. Proc. 25th AAAI Annual Conf. on Computer Graphics and Interactive Techniques, p.231−242.
CrossRef Google scholar
[46]
Shen, C.H., Fu, H., Chen, K., , 2012. Structure recovery by part assembly. ACM Trans. Graph., 31(6): 180.1−180.11.
CrossRef Google scholar
[47]
Styliadis, A.D., Sechidis, L.A., 2011. Photography-based facade recovery & 3D modeling: a CAD application in cultural heritage. J. Cult. Herit., 12(3): 243−252.
CrossRef Google scholar
[48]
Super, B.J., Bovik, A.C., 1995. Shape from texture using local spectral moments. IEEE Trans. Patt. Anal. Mach. Intell., 17(4): 333−343.
CrossRef Google scholar
[49]
Wang, Y., Olano, M., 2011. A framework for GPU 3D model reconstruction using structure-from-motion. Proc. 38th Annual Conf. on Computer Graphics and Interactive Techniques, p.27.1.
CrossRef Google scholar
[50]
Wei, Y.M., Kang, L., Yang, B., , 2013. Applications of structure from motion: a survey. J. Zhejiang Univ.-Sci. C (Comput. & Electron.), 14(7): 486−494.
CrossRef Google scholar
[51]
Yang, M.D., Chao, C.F., Huang, K.S., , 2013. Imagebased 3D scene reconstruction and exploration in augmented reality. Autom. Constr., 33: 48−60.
CrossRef Google scholar
[52]
Zhang, H., Xu, K., Jiang, W., , 2013. Layered analysis of irregular facades via symmetry maximization. ACM. Trans. Graph., 32(4): 121.1−121.10.
CrossRef Google scholar
[53]
Zhang, L., Dugas-Phocion, G., Samson, J.S., , 2002. Single-view modeling of free-form scenes. J. Visual. Comput. Animat., 13(4): 225−235.
CrossRef Google scholar

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