Digital image processing mathematical and computational methods

This authoritative text (the second part of a complete MSc course) provides mathematical methods required to describe images, image formation and different imaging systems, coupled with the principle techniques used for processing digital images. It is based on a course for postgraduates reading phy...

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Bibliographic Details
Main Author: Blackledge, J. M.
Format: eBook
Language:English
Published: Chichester Horwood Publishing 2005, 2005
Series:Woodhead Publishing Series in Electronic and Optical Materials
Subjects:
Online Access:
Collection: Elsevier ScienceDirect eBooks - Collection details see MPG.ReNa
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100 1 |a Blackledge, J. M. 
245 0 0 |a Digital image processing  |h Elektronische Ressource  |b mathematical and computational methods  |c Jonathan M. Blackledge 
260 |a Chichester  |b Horwood Publishing  |c 2005, 2005 
300 |a online resource (xxvii, 797 pages)  |b illustrations 
505 0 |a Includes index 
505 0 |a Imaging the Ionosphere; 7.7 Case Study: Radar Plasma Screening 
505 0 |a 3.4 The Fast Fourier Transform3.5 The Imaging Equation and Convolution in2D; 3.6 The Finite Impulse Response Filter; 3.7 Origin of the Imaging Equation; 3.8 Summary of Important Results; 3.9 Further Reading; Chapter 4 Field and Wave Equations; 4.1 The Langevin Equation; 4.2 Maxwell's Equations; 4.3 General Solution to Maxwell's (Micro-scopic) Equations; 4.4 The Macroscopic Maxwell's Equations; 4.5 EM Waves in a Homogeneous Medium; 4.6 EM Waves in an Inhomogeneous Medium; 4.7 Elastic Field Equations; 4.8 Inhomogeneous Elastic Wave Equation; 4.9 Acoustic Field Equations; 4.10 Discussion 
505 0 |a Chapter 2 2D Fourier Theory2.1 The 2D Complex Fourier Series; 2.2 The 2D Delta Function; 2.3 The 2D Fourier Transform; 2.4 Physical Representation; 2.5 The Spectrum; 2.6 Definitions and Notation; 2.7 Some Important Results; 2.8 Some Important Theorems; 2.9 Convolution and Correlation; 2.10 Convolution and Correlation Theorems; 2.11 Other Integral Transforms; 2.12 Discussion; 2.13 Summary of Important Results; 2.14 Further Reading; Chapter 3 The 2D DFT, FFT and FIR Filter; 3.1 The Discrete Fourier Transform; 3.2 The Sampling Theorem; 3.3 The Discrete Spectrum of a Digital Image 
505 0 |a Cover; Dedication; ABOUT THE AUTHOR; DIGITAL IMAGE PROCESSING:Mathematical and Computational Methods; Copyright; Foreword; Preface; Acknowledgements; Notation; Glossary; Contents; Introduction; Imaging Science; Signals and Images; Image Formation; Image Information; Image Analysis; Digital Image Processing; Fundamental Problems; About this Book; Summary of Important Results; Further Reading; Part I Mathematical and Computational Background; Chapter 1 Vector Fields; 1.1 Scalar Fields; 1.2 Vector Fields; 1.3 The Divergence Theorem; 1.4 Summary of Important Results; 1.5 Further Reading 
505 0 |a Part I; Part II Imaging Systems Modelling 
653 |a Image processing / Digital techniques / Mathematical models / fast / (OCoLC)fst00967515 
653 |a Image processing / Digital techniques / Data processing 
653 |a TECHNOLOGY & ENGINEERING / Mechanical / bisacsh 
653 |a Image processing / Digital techniques / Mathematical models 
653 |a Image processing / Digital techniques / Computational methods 
653 |a Image processing / Digital techniques / Data processing / fast / (OCoLC)fst00967511 
041 0 7 |a eng  |2 ISO 639-2 
989 |b ESD  |a Elsevier ScienceDirect eBooks 
490 0 |a Woodhead Publishing Series in Electronic and Optical Materials 
856 4 0 |u http://www.sciencedirect.com/science/book/9781898563495  |x Verlag  |3 Volltext 
082 0 |a 621.367 
520 |a This authoritative text (the second part of a complete MSc course) provides mathematical methods required to describe images, image formation and different imaging systems, coupled with the principle techniques used for processing digital images. It is based on a course for postgraduates reading physics, electronic engineering, telecommunications engineering, information technology and computer science. This book relates the methods of processing and interpreting digital images to the 'physics' of imaging systems. Case studies reinforce the methods discussed, with examples of current research themes. Provides mathematical methods required to describe images, image formation and different imaging systemsOutlines the principle techniques used for processing digital imagesRelates the methods of processing and interpreting digital images to the 'physics' of imaging systems