Optimal shape from motion estimation with missing and degenerate data

2008 IEEE Workshop on Motion and Video Computing, WMVC

Volumn , Issue , 2008, Pages

  Marques, Manuel ^a   Costeira, João ^a  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER NETWORKS; COMPUTER VISION; IMAGE PROCESSING; MATRIX ALGEBRA; RESTORATION; STRUCTURAL OPTIMIZATION; VIDEO SIGNAL PROCESSING;

MISSING DATA; MOTION AND VIDEO COMPUTING; MOVING CAMERAS; STATE OF THE ARTS;

THREE DIMENSIONAL;

EID: 50949128275     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WMVC.2008.4544046     Document Type: Conference Paper

References (14)

1. H. Aanaes, R. Fisker, K. Astrom, and J. M. Carstensen. Robust factorization. IEEE Trans. Pattern Anal. Mach. Intell., 24(9):1215-1225, 2002.
2. A. Buchanan and A. Fitzgibbon. Damped newton algorithms for matrix factorization with missing data. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, volume 2, pages 316-322, 2005.
3. G. Golub and V. Loan. Matrix computations.
4. R. Guerreiro and P. Aguiar. Estimation of rank deficient matrices from partial observations: Two-step iterative algorithms. Proc. Conf. Energy Minimization Methods in Computer Vision and Pattern Recognition., 2003.
5. N. Guilbert, A. Bartoli, and A. Heyden. Affine approximation for direct batch recovery of euclidean motion from sparse data. Int. Journal of Computer Vision, 69(3):317-333, September 2006.
6. A. Heyden, R. Berthilsson, and G. Sparr. An iterative factorization method for projective structure and motion from image sequences. Image Vision Comput., 17(13):981-991, 1999.
7. D. Jacobs. Linear fitting with missing data: Applications to structure-from-motion and to characterizing intensity images. In IEEE International Conference on Computer Vision, pages 206-212, 1997.
8. C. Poelman and T. Kanade. A paraperspective factorization method for shape and motion recovery. IEEE Trans. Pattern Anal. Mach. Intell., 19(3):206-218, 1997.
9. G. Sparr. Euclidean and affine structure/motion for uncalibrated cameras from affine shape and subsidiary information. In SMILEWorkshop on Structure fromMultiple Images, Freiburg, 1998.
10. P. Sturm and B. Triggs. A factorization based algorithm for multi-image projective structure and motion, 1996.
11. J.-P. Tardif, A. Bartoli, M. Trudeau, N. Guilbert, and S. Roy. Algorithms for batch matrix factorization with application to structure-from-motion. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2007.
12. C. Tomasi and T. Kanade. Shape and motion from image stream under orthography: a factorization method. Int. Journal of Computer Vision, 9(2):137-154, 1992.
13. B. Triggs. Linear projective reconstruction from matching tensors. Image and Vision Computing, 15(8):617-625, 1997.
14. R. Vidal and R. Hartley. Motion segmentation with missing data using powerfactorization and gpca. Proceedings CVPR, 2:310-316, 2004.