Download free eBooks at bookboon.com
Click on the ad to read more Digital Image Processing
Part I
4
Contents
Contents
Prefaces 7
1 Introduction 8
1.1 Digital image processing 8
1.2 Purpose of digital image processing 9
1.3 Application areas that use digital image processing 10
1.4 Components of an image processing system 14
1.5 Visual perception 14
1.6 Image acquisition 15
1.7 Image sampling and quantization 16
1.8 Basic relationship between pixels 17
1.9 Summary 19
1.10 References 19
1.11 Problems 19
www.sylvania.com
We do not reinvent the wheel we reinvent light.
Fascinating lighting offers an infinite spectrum of possibilities: Innovative technologies and new markets provide both opportunities and challenges.
An environment in which your expertise is in high demand. Enjoy the supportive working atmosphere within our global group and benefit from international career paths. Implement sustainable ideas in close cooperation with other specialists and contribute to influencing our future. Come and join us in reinventing light every day.
Light is OSRAM
Download free eBooks at bookboon.com
Click on the ad to read more Digital Image Processing
Part I
5
Contents
2 Intensity transformations and spatial filtering 20
2.1 Preliminaries 20
2.2 Basic Intensity Transformation Functions 20
2.3 Histogram Processing 22
2.4 Fundamentals of Spatial Filtering 26
2.5 Smoothing Spatial Filters 26
2.6 Sharpening filters 30
2.7 Combining image enhancement methods 33
2.8 Summary 34
2.9 References 35
2.10 Problems 36
3 Filtering in the Frequency Domain 37
3.1 Background 37
3.2 Preliminaries 37
3.3 Sampling and the Fourier Transform of Sampled Functions 38
3.4 Discrete Fourier Transform 43
3.5 Extension to Functions of Two Variables 44
3.6 Some Properties of the 2-D Discrete Fourier Transform 45 3.7 The Basics of Filtering in the Frequency Domain 46
© Deloitte & Touche LLP and affiliated entities.
360° thinking .
Discover the truth at www.deloitte.ca/careers
© Deloitte & Touche LLP and affiliated entities.
360° thinking .
Discover the truth at www.deloitte.ca/careers
© Deloitte & Touche LLP and affiliated entities.
360° thinking .
Discover the truth at www.deloitte.ca/careers
© Deloitte & Touche LLP and affiliated entities.
360° thinking .
Discover the truth at www.deloitte.ca/careers
Download free eBooks at bookboon.com
Click on the ad to read more Digital Image Processing
Part I
6
Contents
3.8 Image Smoothing Using Frequency Domain Filters 47 3.9 Image Sharpening Using Frequency Domain Filters 50
3.10 Summary 56
3.11 References and Further Reading 56
3.12 Problems 56
4 Image Restoration 57
4.1 Image degradation and restoration 57
4.2 Noise analysis 57
4.3 Restoration with spatial analysis 60
4.4 Restoration with frequency analysis 63
4.5 Motion blur and image restoration 66
4.6 Geometric transformation 69
4.7 References 70
4.8 Problems 71
We will turn your CV into an opportunity of a lifetime
Do you like cars? Would you like to be a part of a successful brand?
We will appreciate and reward both your enthusiasm and talent.
Send us your CV. You will be surprised where it can take you.
Send us your CV on www.employerforlife.com
