Digital image processing
TITLE_DISPLAY:
Digital image processing
个人著者:
出版信息:
Reading, Mass. : Addison-Wesley, c1987.
格式:
图书
物理描述:
xviii, 503 p. : ill. ; 24 cm.
附加著者:
ISBN:
9780201110265
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图书馆 | 资料类型 | 排架号 | 子计数 | 书架位置 | 状态 | 图书预约 |
|---|---|---|---|---|---|---|
正在检索... Science | Book | 621.367 G643D, 1987 | 1 | Stacks | 正在检索... 未知 | 正在检索... 不可借阅 |
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摘要
摘要
Second edition of a respected textbook in a rapidly evolving field. Annotation c. by Book News, Inc., Portland, Or.
目录
| Chapters end with a Summary |
| References and Further Reading, and Problems |
| 1 Introduction |
| What Is Digital Image Processing? The Origins of Digital Image Processing |
| Examples of Fields that Use Digital Image Processing |
| Fundamental Steps in Digital Image Processing |
| Components of an Image Processing System |
| 2 Digital Image Fundamentals |
| Elements of Visual Perception |
| Light and the Electromagnetic Spectrum |
| Image Sensing and Acquisition |
| Image Sampling and Quantization |
| Some Basic Relationships Between Pixels |
| Linear and Nonlinear Operations |
| 3 Image Enhancement in the Spatial Domain |
| Background |
| Some Basic Gray Level Transformations |
| Histogram Processing |
| Enhancement Using Arithmetic/Logic Operations |
| Basics of Spatial Filtering |
| Smoothing Spatial Filters |
| Sharpening Spatial Filters |
| Combining Spatial Enhancement Methods |
| 4 Image Enhancement in the Frequency Domain |
| Background |
| Introduction to the Fourier Transform and the Frequency Domain |
| Smoothing Frequency-Domain Filters |
| Sharpening Frequency Domain Filters |
| Homomorphic Filtering |
| Implementation |
| 5 Image Restoration |
| A Model of the Image Degradation/Restoration Process |
| Noise Models |
| Restoration in the Presence of Noise Only-Spatial Filtering |
| Periodic Noise Reduction by Frequency Domain Filtering |
| Linear, Position-Invariant Degradations |
| Estimating the Degradation Function |
| Inverse Filtering |
| Minimum Mean Square Error (Wiener) Filtering |
| Constrained Least Squares Filtering |
| Geometric Mean Filter |
| Geometric Transformations |
| 6 Color Image Processing |
| Color Fundamentals |
| Color Models |
| Pseudocolor Image Processing |
| Basics of Full-Color Image Processing |
| Color Transformations |
| Smoothing and Sharpening |
| Color Segmentation |
| Noise in Color Images |
| Color Image Compression |
| 7 Wavelets and Multiresolution Processing |
| Background |
| Multiresolution Expansions |
| Wavelet Transforms in One Dimension |
| The Fast Wavelet Transform |
| Wavelet Transforms in Two Dimensions |
| Wavelet Packets |
| 8 Image Compression |
| Fundamentals |
| Image Compression Models |
| Elements of Information Theory |
| Error-Free Compression |
| Lossy Compression |
| Image Compression Standards |
| 9 Morphological Image Processing |
| Preliminaries |
| Dilation and Erosion |
| Opening and Closing |
| The Hit-or-Miss Transformation |
| Some Basic Morphological Algorithms |
| Extensions to Gray-Scale Images |
| 10 Image Segmentation |
| Detection of Discontinuities |
| Edge Linking and Boundary Detection |
| Thresholding |
| Region-Based Segmentation |
| Segmentation by Morphological Watersheds |
| The Use of Motion in Segmentation |
| 11 Representation and Description |
| Representation |
| Boundary Descriptors |
| Regional Descriptors |
| Use of Principal Components for Description |
| Relational Descriptors |
| 12 Object Recognition |
| Patterns and Pattern Classes |
| Recogni |
Addison-Wesley,
图书
Gonzalez, Rafael C.
Gonzalez, Rafael C.
Wintz, Paul A.
1987
9780201110265
Reading, Mass. : Addison-Wesley, c1987.
2nd ed.
SD_ILS:419349
621.367 G643D, 1987
Digital image processing
Digital image processing
Digital image processing
Digital image processing
Gonzalez, Rafael C.
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