A new two dimensional empirical mode decomposition for images using inpainting

International Conference on Signal Processing Proceedings, ICSP

Volumn , Issue , 2010, Pages 13-16

  Koh, Min Sung ^a   Rodriguez Marek, Esteban ^a   Fischer, Thomas R ^b  

^a EASTERN WASHINGTON UNIVERSITY   (United States)

^b Washington State University   (United States)

Author keywords

Empirical mode decomposition (EMD); Intrinsic mode functions (IMFs)

Indexed keywords

EMPIRICAL MODE DECOMPOSITION; HIGH FREQUENCY COMPONENTS; IMAGE EDGE; INPAINTING; INTRINSIC MODE FUNCTIONS; INTRINSIC MODE FUNCTIONS (IMFS); ITERATIVE PROCESS; LOCAL MAXIMUM; UPPER SURFACE;

IMAGE PROCESSING; SIGNAL PROCESSING;

TWO DIMENSIONAL;

EID: 78651069648     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2010.5656860     Document Type: Conference Paper

References (13)

1. N.E. Huang, Z Shen, S. R. Long, M. C. Wu, H. H. Shih, Q. Zheng, N-C Yen, C. C. Tung, and H. H. Liu, "The empirical mode decomposition and Hilbert spectrum for nonlinear and non-stationary time series analysis", in the Proc. Royal Society London, Ser. A 454, pp. 903-995, 1998
2. M. K. I. Molla, and K. Hirose, "Single-mixture audio source separation by subspace decomposition of Hilbert spectrum", IEEE Trans. On Audio, Speech, and Lang. Proc., vol. 25, no.3, pp. 893-900, Mar. 2007
3. Y. Kopsinis, and S. Mclaughlin, "Development of EMD-based denoising methods inspired by wavelet thresholding", IEEE Trans. On Sig. Proc., vol. 57, no.4, pp. 1351-1362, Apr. 2009
4. Y. Zhang, Y. Gao, L. Wang, J. Chen, and X. Shi, "The removal of wall components in Doppler ultrasound singals by using the empirical mode decomposition algorithm", IEEE Trans. On Biomed. Eng., vol. 54, no.9, pp. 1631-1642, Sep. 2007
5. G. Rilling, P. Flandrin, P. Goncalves, and J. M. Lilly, "Bivariate empirical mode decomposition", IEEE Sig. Proc. Letters, vol. 14, no. 12, pp. 936-939, Dec. 2007
6. P. Flandrin, G. Rilling, and P. Goncalves, "Empirical mode decomposition as a filter bank", IEEE Sig. Proc. Letters, vol. 11, no. 2, pp. 112-114, Feb. 2004
7. Z. Wu and N. E. Huang, "Ensemble empirical mode decomposition: A noise assisted data analysis method", Advances in Adaptive Data Analysis, vol. 1, no. 1, pp. 1-41, Jan. 2008
8. N. Bi, Q. Sun, D. Huang, Z. Yang, and J. Huang, "Robust image watermarking based on multiband wavelets and empirical mode decomposition", IEEE Trans. On. Image Proc., vol. 16, no. 8, pp. 1956-1966, Aug. 2007
9. T. F. Chan and J. Shen, "Mathematical models for local nontexture inpaintings", SIAM J. Appl. Math., Vol. 62, no. 3, pp. 1019-1043, 2002.
10. C. Damerval, S. Meignen, and V. Perrier, "A fast algorithm for bidimensional EMD" IEEE Sig. Proc. Letter, Vol. 12, no. 10, pp. 701-704, Oct. 2005
11. E. Hadji, S. Diop, R. Alexandre, A.-O Boudraa, "A PDE model for 2D intrinsic mode functions", IEEE Int. Conf. on Image Proc. (ICIP), Jul. 2009
12. A. Linderhed, "Compression by image empirical mode decomposition", IEEE Int. Conf. on Imgae Proc (ICIP). Sept. 2005
13. L. Qiao, L. Peng, W. Guo, and W. Yuan, "A novel image fusion algorithm based on 2D EMD and IHS", Proc. of Int. Conf. on Machine learning and Cybernetics, Jul. 2008