Simple 3D object reconstruction using global optimization

• Autorzy: Okrasa A.I. , Gwizdałła T.M.
• Konferencja: Evolutionary Computation and Global Optimization 2009 / National Conference (12 ; 1-3.06.2009 ; Zawoja, Poland)
• Języki publikacji: EN

Abstrakty

EN

In the paper we deal with the problem of three-dimensional shape reconstruction when its two-dimensional projections from selected directions are available. This situation corresponds e.g. to the trial of digitalizing the shape from photographs. We propose a methods for creating the mesh, projecting the shape keeping the information about light and perspective. On this basis we use SA technique to modify this shape in a controlled way in order to reproduce the initially assumed one best.

Słowa kluczowe

EN

3D object; three-dimensional object; 3D shape; three-dimensional shape; reconstruction; global optimization

PL

obiekt 3D; obiekt trójwymiarowy; kształt 3D; kształt trójwymiarowy; rekonstrukcja; optymalizacja globalna

• Wydawca: Oficyna Wydawnicza Politechniki Warszawskiej
• Czasopismo: Prace Naukowe Politechniki Warszawskiej. Elektronika
• Rocznik: 2009
• Tom: z. 169
• Strony: 137--144
• Opis fizyczny: Bibliogr. 11 poz., tab., rys., wykr.

Twórcy

autor

Okrasa A.I.

autor

Gwizdałła T.M.

• University of Łódź, Dept. of Solid State Physics, Pomorska 149/153, 90-236 Łódź, Poland,

Bibliografia

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• [3] Yen-Wei Chen and Tetsuya Kohatsu. 3d image reconstruction from limited projections by simulated annealing. Innovative Computing, Information and Control, International Conference on, 0:456, 2007.
• [4] M.C. Forman, A. Aggoun, M. Mccormick, and Leicester U. K. Simulated annealing for optimisation and characterisation of quantisation parameters in integral 3d image compression. In Image Processing II: Mathematical Methods, Algorithms and Applications, pages 399-413, 2000.
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• [6] M. Klodt, T. Schoenemann, K. Kolev, M. Schikora, and D. Cremers. An experimental comparison of discrete and continuous shape optimization methods. In European Conference on Computer Vision, pages I: 332-345, 2008.
• [7] K. Kolev, M. Klodt, T. Brox, S. Esedoglu, and D. Cremers. Continuous global optimization in multiview 3d reconstruction. In Energy Minimization Methods in Computer Vision and Pattern Recognition, pages 441-452, 2007.
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• [9] B. Mercier and D. Meneveaux. Shape from silhouette: Image pixels for marching cubes. The 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (Journal of WSCG'05), 13:112-118, February 2005. January 31 - February 04, 2005, Plzen (Czech Republic).
• [10] Jing Ning, Sally McClean, and Kieran Cranley. Using simulated annealing for 3d reconstruction of orthopedic fracture. Medical Physics, 31(8):2184-2191, 2004.
• [11] Ilya Shlyakhter, Max Rozenoer, Julie Dorsey, and Seth J. Teller. Reconstructing 3d tree models from instrumented photographs. IEEE Computer Graphics and Applications, 21(3):53-61, 2001.