| Description |
vi, 295 pages : illustrations ; 26 cm + 1 computer laser optical disc (4 3/4 in.) |
|
4 3/4 in |
| Contents |
1. Introduction -- 2. Global Image Analysis -- 2.1. Intensity Histogram: Global Features -- 2.2. Histogram Transformations: Global Enhancement -- 2.3. Combining Images -- 2.4. Geometric Image Transformations -- 2.5. Color Image Transformations -- 3. Gray-Scale Image Analysis -- 3.1. Local Image Operations: Convolution -- 3.2. Noise Reduction -- 3.3. Edge Enhancement and Flat Fielding -- 3.4. Edge and Peak Point Detection -- 3.5. Advanced Edge Detection -- 3.6. Subsampling -- 3.7. Multiresolution Analysis -- 3.8. Template Matching -- 3.9. Binarization -- 4. Binary Image Analysis -- 4.1. Morphological and Cellular Processing -- 4.2. Binary Noise Removal -- 4.3. Region Detection -- 4.4. Shape Analysis: Geometrical Features and Moments -- 4.5. Advanced Shape: Analysis: Fourier Descriptors -- 4.6. Convex Hull of Polygons -- 4.7. Thinning -- 4.8. Linewidth Determination -- 4.9. Global Features and Image Profiles -- 4.10. Hough Transform -- 5. Analysis of Lines and Line Patterns -- 5.1. Chain Coding -- 5.2. Line Features and Noise Reduction -- 5.3. Polygonalization -- 5.4. Critical Point Detection -- 5.5. Straight-Line Fitting -- 5.6. Cubic Spline Fitting -- 5.7. Morphology and Topology of Line Patterns -- 6. Analysis of Point Patterns -- 6.1. The Voronoi Diagram of Point Patterns -- 6.2. Spatial Statistics of Point Patterns: Distribution Functions -- 6.3. Topology and Geometry of Cellular Patterns -- 6.4. The k-Nearest-Neighbor (k-NN) Problem -- 7. Frequency Domain Analysis -- 7.1. The 2D Discrete Fourier Transform -- 7.2. Frequency Domain Filtering -- App. A.1. The Fourier Transform: Spatial Domain Versus Frequency Domain -- App. A.2. Linear Systems: Impulse Response, Convolution, and Transfer Function -- App. A.3. Special-Purpose Filters -- App. A.4. The Whittaker-Shannon Sampling Theorem -- App. A.5. Commonly Used Data Structures |
| Summary |
CD-ROM contains C programs that implement the algorithms discussed in the book, plus the LIBTIFF, LIBMIG, and LIBIP libraries and sample images in TIFF format |
| Analysis |
digital |
|
billedbehandling |
| Notes |
System requirements : Windows 95/98/NT or LINUX platform and require a C or C++ compiler |
| Bibliography |
Includes bibliographical references and index |
| Notes |
System requirements: Windows-95, 98, and NT computers and LINUX systems capable of reading Joliet CD-ROM filesystems. Macintosh and other non-Windows computers may not read these filenames correctly, or be able to find links to these files |
| Subject |
Image processing -- Digital techniques.
|
|
Algorithms.
|
|
Image analysis -- Data processing.
|
| Author |
O'Gorman, Lawrence.
|
|
Sammon, Michael J.
|
| LC no. |
99018752 |
| ISBN |
0521660653 hb |
|
