Title:
A simplified approach to image processing : classical and modern techniques in C
Personal Author:
Publication Information:
Upper Saddle River, N.J. : Prentice-Hall, 1997
Physical Description:
1 computer disk ; 3 1/2 in
ISBN:
9780132264167
General Note:
Accompanies text with the same title : (TA1637 C73 1997)
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Summary
Summary
Presents the underlying algorithms used in the basics of the advanced image processing techniques. The decreasing cost of computer power and increasing quality of computer graphics has allowed image processing techniques to be used in almost all professional communities.
Table of Contents
| 1 Introduction |
| What is image processing? |
| Visual perception |
| Color representation |
| Image capture, representation and storage |
| Image output |
| The software |
| 2 Point Processes |
| Arithmetic operations |
| XOR |
| Look-up tables |
| Histograms |
| Contrast Stretching |
| Intensity transforms |
| 3 Area Processes |
| Convolutions |
| Blurring |
| Sharpening |
| Edge detection |
| Median filtering |
| Min/max filtering |
| 4 Geometric Processes |
| Forward and inverse mapping |
| Interpolation |
| Scaling |
| Rotation |
| Translation |
| Mirroring |
| 5 Frame Processes |
| Addition |
| Subtraction |
| And/or |
| Average |
| 6 Image Halftoning |
| Introduction to halftoning |
| Patterning |
| Dithering |
| Error diffusion |
| Beyond bilevel output |
| Practical considerations when halftoning |
| 7 Image Transforms |
| Introduction to the frequency domain |
| Discrete fourier transform |
| Filtering in the frequency domain |
| Discrete cosine transform |
| 8 Image Warping and Morphing |
| Introduction to 2-dimensional morphing |
| Spatial transformations |
| Meshwarp algorithm |
| Field warping algorithm |
| Cross dissolve |
| Practical considerations when morphing |
| 9 Image Compression |
| Introduction to image compression |
| Run-length encoding |
| Huffman coding |
| Modified Huffman coding |
| Modified READ |
| Limpel Ziv Welch algorithm |
| Arithmetic coding |
| JPEG |
| Other state-of-the-art image compression methods |
| Appendix Image Processing Resources |
| Glossary |
| Bibliography |
| Index |
