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Digital Signal and Image Processing
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Digital Signal and Image Processing

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Digital Signal and Image Processing

K.P. Soman R. Ramanathan

Published by Cengage Learning India Pvt. Ltd. | Language - English | Binding - Paper Back

Average Rating (45 Customers)

` 595 (5% off) ` 565

+ The price is inclusive of GST.
+ Free Shipping (for orders above `199).

Description

About the Book: Digital Signal and Image Processing

Digital Signal processing is everywhere, it is pervasive and ubiquitous. Its methodologies are evolving and spreading its wings into many exciting new directions such as networking, bioinformatics, digital security and forensics, and spoken language. As a technology, it is a andldquo;phantom technologyandrdquo; which is working from behind the scenes to make most of modern day devices work. Designed for both undergraduate and post graduate courses, this book provides a comprehensive insight into the linear algebra and optimization view of signal processing that can be readily extended to advanced image processing, wavelet theory and compressive sensing. This book shows how the entire class of problems in signal and image processing can be put in a linear algebra and optimization framework.

Contents

1 Signal Processing-An Introduction

2 Linear Algebra for Signal Processing

3 Complex Bases for Real Signals

4 Convolution

5 From DFT to FFT

6 Z Domain Representation of Signals

7 Digital Filter Design

8 Multirate Signal Processing

9 Introduction to Microsoft Excel

10 Excel for Plotting 1 D and 2 D Signals

11 Lab Exercises in Excel and Matlab

12 Sampling Fundamentals

13 Modern Measurements and Processing of Signals

14 Unconstrained and Constrained Optimization Algorithms

15 Total Variation Denoising

16 Sparse 1D Deconvolution for Signal Restoration

17 PDE and Image Processing

18 Calculus of Variation

19 Total Variational Methods for Image Denoising

20 Introduction to Image Inpainting

21 Nonlinear Diffusion: Algorithms, and Applications

22 Algorithms for Image Deblurring

23 Level Set Theory for Image Segmentation

24 Compressed Sensing and Sparse Signal Representation

25 Additional Topics in Image Processing

26 Speech Processing

27 Optical Character Recognition

Appendix A

Appendix B

Index

Details

Book: Digital Signal and Image Processing
Author: , ,
ISBN-13: 9788131530757
Product Code 9788131530757
Binding: Paper Back
Publishing Date: 2016-04
Publisher: Cengage Learning India Pvt. Ltd.
Number of Pages: 496
Language: English

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