Title :
Multiplicative multiresolution decomposition with perfect reconstruction
Author :
Serir, Amina ; Belouchrani, Adel
Author_Institution :
Fac. of Electron. Eng., U.S.T.H.B., Algiers, Algeria
Abstract :
In this paper, the concept of multiplicative multiresolution decomposition with perfect reconstruction is introduced. This kind of analysis/synthesis representation is suitable for signals corrupted by multiplicative noise (e.g. phase jitters noisy signals, synthetic aperture radar (SAR) images). The design and the implementation of a nonlinear multiplicative filter bank are addressed. In this first contribution, the proposed representation is dedicated to one-dimensional signals.
Keywords :
channel bank filters; nonlinear filters; signal reconstruction; signal representation; signal resolution; multiplicative multiresolution decomposition; multiplicative noise; nonlinear multiplicative filter bank; one-dimensional signals; perfect reconstruction; Additive noise; Filter bank; Image reconstruction; Nonlinear filters; Phase noise; Signal analysis; Signal resolution; Signal synthesis; Synthetic aperture radar; Wavelet transforms;
Conference_Titel :
Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
Print_ISBN :
0-7803-8292-7
DOI :
10.1109/ISSPIT.2003.1341052
