Architectural Reconstruction with Multiple Views and Geometric Constraints
作者： C. S. Sébastien , D. Michel , S. Patrick
DOI: 10.5244/C.17.76
关键词: Graph (abstract data type) 、 Bundle adjustment 、 Mathematics 、 Building model 、 Multiple view 、 Mathematical optimization 、 Real image 、 3d model 、 Theoretical computer science
摘要: We present a supervised approach to recover 3D models of buildings from multiple uncalibrated views. With this method the user matches vertices in images and defines model building with help elementary intuitive geometric constraints. At same time, graph describing relationships between is built. Then, unknown parameters are estimated non-linearly through bundle adjustment camera parameters. This asserts that rules perfectly respected. used independently parts suitable images. Then all these independent merged obtain full multiscale building. An example on real given.
bmva.org参考文章(18)
Carsten Rother, Multi-View Reconstruction and Camera Recovery using a Real or Virtual Reference Plane Numerisk analys och datalogi. ,(2003)
Richard Hartley, Andrew Zisserman, Multiple View Geometry ,(1999)
Adrien Bartoli, Peter Sturm, Constrained Structure and Motion From Multiple Uncalibrated Views of a Piecewise Planar Scene International Journal of Computer Vision. ,vol. 52, pp. 45- 64 ,(2003) , 10.1023/A:1022318524906
F. Schaffalitzky, A. Zisserman, Multi-view Matching for Unordered Image Sets, or How Do I Organize My Holiday Snaps? european conference on computer vision. pp. 414- 431 ,(2002) , 10.1007/3-540-47969-4_28
Tomas Werner, Andrew Zisserman, New Techniques for Automated Architectural Reconstruction from Photographs european conference on computer vision. pp. 541- 555 ,(2002) , 10.1007/3-540-47967-8_36
Krystian Mikolajczyk, Cordelia Schmid, An Affine Invariant Interest Point Detector european conference on computer vision. ,vol. 2350, pp. 128- 142 ,(2002) , 10.1007/3-540-47969-4_9
Zhengyou Zhang, Ying Shan, Incremental motion estimation through local bundle adjustment pp. 18- ,(2001)
Paul E. Debevec, Camillo J. Taylor, Jitendra Malik, Modeling and rendering architecture from photographs: a hybrid geometry- and image-based approach international conference on computer graphics and interactive techniques. pp. 11- 20 ,(1996) , 10.1145/237170.237191
M. Brown, D. Lowe, Invariant Features from Interest Point Groups british machine vision conference. pp. 1- 10 ,(2002) , 10.5244/C.16.23
S. Cornou, M. Dhome, P. Sayd, Bundle adjustment: a fast method with weak initialisation. british machine vision conference. pp. 1- 10 ,(2002) , 10.5244/C.16.20