Total variation regularization of local-global optical flow

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2011, Pages 318-323

  Drulea, Marius ^a   Nedevschi, Sergiu ^a  

^a TECHNICAL UNIVERSITY OF CLUJ NAPOCA   (Romania)

Author keywords

[No Author keywords available]

Indexed keywords

BILATERAL FILTERING; DATA FIDELITY; GRAPHIC PROCESSING UNITS; NUMERICAL SCHEME; ON CURRENTS; OPTICAL FLOW METHODS; TOTAL VARIATION REGULARIZATION;

ANISOTROPY; INTELLIGENT SYSTEMS;

OPTICAL FLOWS;

EID: 83755196437     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2011.6082986     Document Type: Conference Paper

References (15)

1. B.K.P. Horn and B.G. Schunck, "Determining optical flow," Artificial Intelligence, 17:185-203, 1981.
2. B. D. Lucas and T. Kanade, "An iterative image registration technique with an application to stereo vision," In Proceedings of the 7th International Joint Conference on Artificial Intelligence, pages 674-679, April 1981.
3. A. Bruhn, J. Weickert, and C. Schnorr, "Lucas/Kanade Meets Horn/Schunck: Combining Local and Global Optic Flow Methods," In International Journal of Computer Vision 61(3), 211-231, 2005.
4. A. Chambolle, "An algorithm for total variation minimization and applications", Journal of Mathematical Imaging and Vision, 20(1- 2):89-97, 2004.
5. A. Chambolle, T. Pock, "A first-order primal-dual algorithm for convex problems with applications to imaging", Journal of Mathematical Imaging and Vision (21 December 2010), pp. 1-26.
6. C. Zach, T. Pock, and H. Bischof, "A duality based approach for realtime TV-L1 optical flow," in Proceedings of the 29th DAGM conference on Pattern recognition, Heidelberg, Germany, 2007, pp. 214-223.
7. M. Werlberger, W. Trobin, T. Pock, A. Wedel, D. Cremers, and H. Bischof, "Anisotropic Huber-L1 optical flow," In British Machine Vision Conference (BMVC), 2009.
8. H.-H. Nagel and W. Enkelmann, "An investigation of smoothness constraints for the estimation of displacement vector fields from image sequences", IEEE Transactions on Pattern Analysis and Machine Intelligence, 8:565-593, 1986.
9. L. I. Rudin, S. Osher, and E. Fatemi, "Nonlinear total variation based noise removal algorithms," Physica D, 60:259-268, 1992.
10. R. T. Rockafellar. Convex analysis. Princeton Landmarks in Mathematics. Princeton University Press, Princeton, NJ, 1997. ISBN 0-691-01586-4. Reprint of the 1970 original, Princeton Paperbacks.
11. P.Perona, J. Malik, "Scale space and edge detection using anisotropic diffusion," Proc. IEEE Computer Soc. Workshop on Computer Vision (1987), 16-22.
12. S. Baker, S. Roth, D. Scharstein, M. Black, J. Lewis, and R. Szeliski, "A database and evaluation methodology for optical flow," in International Conference Computer Vision, 2007, pp. 1-8.
13. Frédo Durand and Julie Dorsey, "Fast bilateral filtering for the display of high-dynamic-range images", In SIGGRAPH '02: Proceedings of the 29th annual conference on Computer graphics and interactive techniques, pages 257-266, New York, NY, USA, 2002. ACM.
14. C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images", In Proceedings of the Sixth International Conference on Computer Vision, ICCV '98, Washington, DC, USA, 1998. IEEE Computer Society.
15. Marius Drulea, Ioan Radu Peter, Sergiu Nedevschi, "Optical flow. A combined local-global approach using L1 norm," ICCP, pp.217-222, Proceedings of the 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing, 2010.