Nonlinear Signal and Image Processing: Theory, Methods, and Applications

by Barner; Kenneth E.

• ISBN13: 9780849314278
• ISBN10: 0849314275
• Format: Hardcover
• Copyright: 2003-11-24
• Publisher: CRC Press

Summary

Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. This book details recent advances in nonlinear theory, techniques, and an array of modern applications. Its chapters, all contributed by well-known theorists and researchers, explore current and emerging nonlinear methods from their theoretical background and practical algorithms through the application of nonlinear methods to contemporary problems in areas such as communications and networking, imaging, biomedicine, and genomics. The text includes a wealth of illustrative examples and instructive results.

Table of Contents

1 Energy Conservation in Adaptive Filtering	1	(36)
Ali H. Sayed, Tareq Y. Al-Naffouri, and Vitor H. Nascimento
2 Fuzzy Methods in Nonlinear Signal Processing: Part I-Theory	37	(32)
Kenneth E. Barney
3 Fuzzy Methods in Nonlinear Signal Processing: Part II-Applications	69	(52)
Kenneth E. Barney, Yao Nie, and Yuzhong Shen
4 Time-Frequency aligner Distribution Approach to Differential Equations	121	(30)
Lorenzo Galleani and Leon Cohen
5 Weighted Myriad Filters	151	(44)
Gonzalo R. Arce, Juan G. Gonzalez, and Yinbo Li
6 Data Traffic Modeling-A Signal Processing Perspective	195	(28)
Athina P. Petropulu and Xueshi Yang
7 Nonlinear Adaptive Filters for Acoustic Echo Cancellation in Mobile Terminals	223	(34)
Giovanni L. Sicuranza, Alberto Carini, and Andrea Fermo
8 Blind and Semiblind Channel Estimation	257	(38)
Visa Koivunen, Mihai Enescu, and Marius Sirbu
9 Bayesian Image and Video Enhancement Using a Non-Gaussian Prior	295	(38)
Richard R. Schultz and Robert L. Stevenson
10 Statistical Image Modeling and Processing Using Wavelet-Domain Hidden Markov Models	333	(54)
Guoliang Fan and Xiang-Gen Xia
11 Self-Organizing Maps and Their Applications in Image Processing, Information Organization, and Retrieval	387	(58)
Constantine Kotropoulos and Ioannis Pitas
12 Nonlinear Techniques for Color Image Processing	445	(62)
Bogdan Smolka, Konstantinos N. Plataniotis, and Anastasios N. Venetsanopoulos
13 Genetic Regulatory Networks: A Nonlinear Signal Processing Perspective	507	(18)
Ilya Shmulevich and Edward R. Dougherty
Index	525