Adaptive Filter - Enhancing Computer Vision Through Adaptive Filtering

Fouad Sabry

Summary

What is Adaptive Filter
 
A system that has a linear filter and possesses a transfer function that is controlled by variable parameters as well as a means to alter those parameters in accordance with an optimization technique is commonly referred to as an adaptive filter. The vast majority of adaptive filters are digital filters. This is due to the complexity of the optimization techniques. Some applications necessitate the utilization of adaptive filters due to the fact that some parameters of the desired processing operation are either unknown in advance or are frequently subject to change. Refining the transfer function of the closed loop adaptive filter is accomplished by the utilization of feedback in the form of an error signal.
 
How you will benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Adaptive filter
 
Chapter 2: Signal-to-noise ratio
 
Chapter 3: Additive white Gaussian noise
 
Chapter 4: Linear elasticity
 
Chapter 5: Sliding mode control
 
Chapter 6: Array processing
 
Chapter 7: Autoregressive model
 
Chapter 8: Least mean squares filter
 
Chapter 9: Recursive least squares filter
 
Chapter 10: ADALINE
 
(II) Answering the public top questions about adaptive filter.
 
(III) Real world examples for the usage of adaptive filter in many fields.
 
Who this book is for
 
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Adaptive Filter.

Available since: 04/30/2024.

Print length: 151 pages.

Science & Technology

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