Content based dynamic texture analysis and synthesis based on SPIHT with GPU

Journal of Information Processing Systems

Volumn 12, Issue 1, 2016, Pages 46-56

  Ghadekar, Premanand P ^a,c   Chopade, Nilkanth B ^b  

^a VISHWAKARMA INSTITUTE OF TECHNOLOGY   (India)

^b PIMPRI CHINCHWAD COLLEGE OF ENGINEERING   (India)

^c SGBA University   (India)

Author keywords

Discrete wavelet transform; Dynamic texture; GPU; SPIHT; SVD

Indexed keywords

COMPUTER GRAPHICS; COMPUTER GRAPHICS EQUIPMENT; DISCRETE WAVELET TRANSFORMS; INFORMATION FILTERING; LINEAR CONTROL SYSTEMS; PROGRAM PROCESSORS; WAVELET DECOMPOSITION; WAVELET TRANSFORMS;

DYNAMIC TEXTURES; GRAPHICS PROCESSING UNIT; LINEAR DYNAMIC SYSTEM; LOW-FREQUENCY COMPONENTS; SPIHT; STATIONARY PROPERTIES; THRESHOLD FILTERING; WAVELET COEFFICIENTS;

SINGULAR VALUE DECOMPOSITION;

EID: 84962157645     PISSN: 1976913X     EISSN: 2092805X     Source Type: Journal    
DOI: 10.3745/JIPS.02.0009     Document Type: Article

References (17)

1. G. Doretto, A. Chiuso, S. Soatto, and Y. N. Wu, "Dynamic textures," International Journal of Computer Vision, vol. 51, no. 2, pp. 91-109, 2003.
2. B. Abraham, O. I. Camps, and M. Sznaier, "Dynamic texture with Fourier descriptors," in Proceedings of the 4th International Workshop on Texture Analysis and Synthesis, Beijing, China, pp. 53-58, 2005.
3. S. G. Mallat, "Multifrequency channel decomposition of images and wavelet models," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 37, no. 12, pp. 2091-2110, Dec. 1989.
4. S. Jayaraman, S. Esakkirajan, and T. Veerakumar, Digital Image Processing. New Delhi: Tata McGraw Hill Education, 2009.
5. S. Soatto, G. Doretto, and Y. N. Wu, "Dynamic textures," in Proceedings of the 8th IEEE International Conference on Computer Vision (ICCV2001), Vancouver, Canada, pp. 439-446, 2001.
6. J. Filip, M. Haindl, and D. Chetverikov, "Fast synthesis of dynamic colour textures," in Proceedings of the 18th International Conference on Pattern Recognition (ICPR2006), Hong Kong, China, pp. 25-28, 2006.
7. R. Costantini, L. Sbaiz, and S. Susstrunk. "Higher order SVD analysis for dynamic texture synthesis," IEEE Transactions on Image Processing, vol. 17, no. 1, pp. 42-52, 2008.
8. C. Li, J. Wang, L. Ye, and H. Wang, "A novel method of dynamic textures analysis and synthesis," in Proceedings of the IEEE International Joint Conference on Computational Sciences and Optimization (CSO2009), Hainan, China, pp. 328-332, 2009.
9. A. Ford and A. Roberts, "Colour space conversions," Westminster University, London, 1998.
10. P. N. Topiwala, Wavelet Image and Video Compression. Boston, MA: Kluwer Academic Publishers, 1998.
11. J. R. Ding and J. F. Yang, "A simplified SPIHT algorithm," Journal of the Chinese Institute of Engineers, vol. 31, no. 4, pp. 715-719, 2008.
12. W. A. Pearlman and A. Said, "Set partition coding: part I of set partition coding and image wavelet coding system," Foundations and Trends in Signal Processing, vol. 2, no. 2, pp. 95-180, 2008.
13. Y. Itoh and T. Ono, "Up-sampling of YCbCr 4:2:0 image exploiting inter-color correlation in RGB domain," IEEE Transactions on Consumer Electronics, vol. 55, no. 4, pp. 2204-2210, Nov. 2009.
14. W. Smith, "Matlab's parallel computation toolbox and the parallel interpolation of commodity futures curves," Mar. 2010; http://commoditymodels.files.wordpress.com/2010/03/matlab-parallel-computing-toolbox-andinterpolating- futures-curves.pdf.
15. NVIDIA, "Accelerating MATLAB with CUDA using MEX files," WP-03495-001_v01, Sep. 2007; https://www.ljll. math.upmc.fr/groupes/gpgpu/tutorial/Accelerating_Matlab_with_CUDA.pdf.
16. NVIDIA, "What is GPU computing?" http://www.nvidia.com/object/what-is-gpu-computing.html.
17. The DynTex Database, http://projects.cwi.nl/dyntex/database.html.