 |
HAL UPEC - UPEM Portal |  |
 |
2D dual-tree M-band wavelet decomposition
Abstract : We propose a 2D generalization to the M-band case of the dualtree structure (initially proposed by N. Kingsbury and further investigated by I. Selesnick) based on a Hilbert pair of wavelets. We particularly address the construction of the dual basis and the resulting directional analysis. We revisit the necessary pre-processing stage in the M-band case. While several reconstructions are possible because of the redundancy of the representation, we propose a new optimal signal reconstruction technique, which minimizes potential estimation errors. The effectiveness of the proposed M-band decomposition is demonstrated via image denoising comparisons.
https://hal-upec-upem.archives-ouvertes.fr/hal-00621891
Contributor : Caroline Chaux <>
Submitted on : Tuesday, July 9, 2013 - 3:53:49 PM
Last modification on : Wednesday, February 26, 2020 - 7:06:05 PM
Document(s) archivé(s) le : Thursday, October 10, 2013 - 4:07:39 AM
Contributor : Caroline Chaux <>
Submitted on : Tuesday, July 9, 2013 - 3:53:49 PM
Last modification on : Wednesday, February 26, 2020 - 7:06:05 PM
Document(s) archivé(s) le : Thursday, October 10, 2013 - 4:07:39 AM
File
icassp05.pdf
Files produced by the author(s)
