Temporally multiple dynamic textures synthesis using piecewise linear dynamic systems

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 3167-3171

  Yan, Xing ^a   Chang, Hong ^a   Chen, Xilin ^a  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

Author keywords

Piecewise Linear Dynamic Systems; Temporal Segmentation; Temporally Multiple Dynamic Textures

Indexed keywords

LINEAR CONTROL SYSTEMS; PIECEWISE LINEAR TECHNIQUES; STOCHASTIC SYSTEMS; TEXTURES;

DYNAMIC NATURE; DYNAMIC TEXTURES; MODEL PARAMETERS; PIECEWISE LINEAR; REAL-WORLD; TEMPORAL SEGMENTATIONS;

IMAGE PROCESSING;

EID: 84897806466     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2013.6738652     Document Type: Conference Paper

References (16)

1. G. Doretto, A. Chiuso, Y.N. Wu, and S. Soatto, "Dy-namic textures," International Journal of Computer Vi-sion, vol. 51, no. 2, pp. 91-109, 2003.
2. G. Doretto and S. Soatto, "Editable dynamic textures," in Proceedings of the IEEE Conference on Computer Vi-sion and Pattern Recognition, June 2003, vol. 2.
3. G. Doretto, D. Cremers, P. Favaro, and S. Soatto, "Dy-namic texture segmentation," in Proceedings of the IEEE International Conference on Computer Vision, October 2003.
4. A. Stojanovic, M. Wien, and J.-R. Ohm, "Dynamic texture synthesis for h.264/avc inter coding," in Pro-ceedings of the IEEE International Conference on Im-Age Processing, October 2008, pp. 1608-1611.
5. B. Zhou, F. Zhang, and L. Peng, "Compact represen-tation for dynamic texture video coding using tensor method," IEEE Transactions on Circuits and Systems for Video Technology, 2012.
6. L. Yuan, F. Wen, C. Liu, and H.Y. Shum, "Synthesizing dynamic texture with closed-loop linear dynamic sys-tem," in Proceedings of the European Conference on Computer Vision, 2004, pp. 603-616.
7. A.B. Chan and N. Vasconcelos, "Classifying video with kernel dynamic textures," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recogni-tion, June 2007, pp. 1-6.
8. A. Masiero and A. Chiuso, "Non linear temporal tex-tures synthesis: a monte carlo approach," in Proceed-ings of the European Conference on Computer Vision, 2006, pp. 283-294.
9. A. Basharat and M. Shah, "Time series prediction by chaotic modeling of nonlinear dynamical systems," in Proceedings of the IEEE International Conference on Computer Vision. IEEE, 2009, pp. 1941-1948.
10. R.H. Shumway and D.S. Stoffer, "Dynamic linear mod-els with switching," Journal of the American Statistical Association, vol. 86, pp. 763-769, 1991.
11. Z. Ghahramani and G.E. Hinton, "Switching state-space models," University of Toronto Technical Report CRG-TR-96-3, Department of Computer Science, 1996.
12. A.B. Chan and N. Vasconcelos, "Mixtures of dynam-ic textures," in Proceedings of the IEEE International Conference on Computer Vision, October 2005, vol. 1, pp. 641-647.
13. A.B. Chan and N. Vasconcelos, "Modeling, cluster-ing, and segmenting video with mixtures of dynamic textures," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 5, pp. 909-926, May 2008.
14. Y. Li, T.Wang, and H.Y. Shum, "Motion texture: A two-level statistical model for character motion synthesis," ACM Transactions on Graphics, vol. 21, no. 3, pp. 465-472, 2002.
15. R. Peteri, S. Fazekas, and M.J. Huiskes, "Dyntex: A comprehensive database of dynamic textures," Pattern Recognition Letters, vol. 31, no. 12, pp. 1627-1632, 2010.
16. R. Costantini, L. Sbaiz, and S. Susstrunk, "Higher or-der svd analysis for dynamic texture synthesis," IEEE Transactions on Image Processing, vol. 17, no. 1, pp. 42-52, January 2008.