Stergios Stergiopoulos's Advanced signal processing handbook : theory and PDF

Imaging Systems

By Stergios Stergiopoulos

ISBN-10: 0849336910

ISBN-13: 9780849336911

Advances in electronic sign processing algorithms and desktop know-how have mixed to supply real-time structures with functions some distance past these of simply few years in the past. Nonlinear, adaptive tools for sign processing have emerged to supply greater array achieve functionality, notwithstanding, they lack the robustness of traditional algorithms. The problem is still to increase an idea that exploits some great benefits of both-a scheme that integrates those tools in sensible, real-time systems.

The complicated sign Processing guide is helping you meet that problem. past delivering an exceptional advent to the foundations and functions of complex sign processing, it develops a popular processing constitution that takes good thing about the similarities that exist between radar, sonar, and scientific imaging structures and integrates traditional and nonlinear processing schemes

Show description

Read or Download Advanced signal processing handbook : theory and implementation for radar, sonar, and medical imaging real time systems PDF

Best imaging systems books

Pankaj N. Topiwala's Wavelet Image and Video Compression PDF

A thrilling new improvement has taken position within the electronic period that has captured the mind's eye and ability of researchers all over the world - wavelet photo compression. This expertise has deep roots in theories of imaginative and prescient, and gives you functionality advancements over all different compression tools, resembling these in accordance with Fourier transforms, vectors quantizers, fractals, neural nets, and so on.

Image and video compression for multimedia engineering: - download pdf or read online

Multimedia nonetheless can't accommodate the call for for giant quantities of visible information. with no the new release of high quality video bitstreams, constrained features will proceed to stifle the development of multimedia applied sciences. Thorough grounding in coding is required in order that purposes equivalent to MPEG-4 and JPEG 2000 might come to fruition.

Tensor voting - A perceptual organization approach to by Phillipos Mordohai PDF

This lecture provides study on a basic framework for perceptual association that used to be performed often on the Institute for Robotics and clever platforms of the collage of Southern California. it's not written as a old recount of the paintings, because the series of the presentation isn't in chronological order.

Read e-book online Image Processing And Analysis: Variational, Pde, Wavelet, PDF

This publication is certainly helpful in that it touches on many technical components appropriate to trendy photo processing. It does it with a remarkably deep figuring out of the options concerned and an grand compactness.

Definitely now not for newcomers, extra for those that have already been brought to those issues and wish to bolster their wisdom. excellent for a post-doctoral viewers.

Additional info for Advanced signal processing handbook : theory and implementation for radar, sonar, and medical imaging real time systems

Sample text

A systolic array architecture, as described herein, offers the desirable features of modularity, local interconnections, and highly pipelined and synchronized parallel processing; the synchronization is achieved by means of a global clock. 4 have a common property: all three of * The systolic array was pioneered by Kung and Leiserson (1978). In particular, the use of systolic arrays has made it possible to achieve a high throughput, which is required for many advanced signal-processing algorithms to operate in real time.

An introductory discussion of linear adaptive filters would be incomplete without saying something about their tracking behavior. In this context, we note that stochastic gradient algorithms such as the LMS algorithm are model independent; generally speaking, we would expect them to exhibit good tracking behavior, which indeed they do. In contrast, RLS algorithms are model dependent; this, in turn, means that their tracking behavior may be inferior to that of a member of the stochastic gradient family, unless care is taken to minimize the mismatch between the mathematical model on which they are based and the underlying physical process responsible for generating the input data.

Moreover, non-Gaussian processes are quite common in many signal processing applications encountered in practice. The use of a Wiener filter or a linear adaptive filter to extract signals of interest in the presence of such non-Gaussian processes will therefore yield suboptimal solutions. We may overcome this limitation by incorporating some form of nonlinearity in the structure of the adaptive filter to take care of higher order statistics. Although, by so doing, we no longer have the Wiener filter as a frame of reference and so complicate the mathematical analysis, we would expect to benefit in two significant ways: improving learning efficiency and a broadening of application areas.

Download PDF sample

Advanced signal processing handbook : theory and implementation for radar, sonar, and medical imaging real time systems by Stergios Stergiopoulos


by Jason
4.5

Rated 4.99 of 5 – based on 17 votes