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2014英文新著-地球科学的图像分析：物质结构及微观分析
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Image Analysis in Earth Sciences: Microstructures and Textures of Earth Materials Image Analysis in Earth Sciences is a graduate level textbook for researchers and students interested in the quantitative microstructure and texture analysis of earth materials. Methods of analysis and applications are introduced using carefully worked examples. The input images are typically derived from earth materials, acquired at a wide range of scales, through digital photography, light and electron microscopy. The book focuses on image acquisition, pre- and post-processing, on the extraction of objects (segmentation), the analysis of volumes and grain size distributions, on shape fabric analysis (particle and surface fabrics) and the analysis of the frequency domain (FFT and ACF). The last chapters are dedicated to the analysis of crystallographic fabrics and orientation imaging. Throughout the book the free software Image SXM is used. Table of contents : Content: Front Matter....Pages i-xix Front Matter....Pages 1-1 Images and Microstructures....Pages 3-14 Acquiring Images....Pages 15-30 Digital Image Processing....Pages 31-57 Pre-processing....Pages 59-73 Front Matter....Pages 75-75 Segmentation by Point Operations....Pages 77-94 Post-processing....Pages 95-111 Segmentation by Neighborhood Operations....Pages 113-135 Image Analysis....Pages 137-156 Test Images....Pages 157-170 Front Matter....Pages 171-171 Volume Determinations....Pages 173-185 2-D Grain Size Distributions....Pages 187-199 3-D Grain Size....Pages 201-224  Fractal Grain Size Distributions....Pages 225-249 Front Matter....Pages 251-251 Particle Fabrics....Pages 253-281 Surface Fabrics....Pages 283-303 Strain Fabrics....Pages 305-321 Shape Descriptors....Pages 323-347 Front Matter....Pages 349-349 Spatial Distributions....Pages 351-368 Spatial Frequencies....Pages 369-388 Autocorrelation Function....Pages 389-409 Front Matter....Pages 411-411 Crystal Orientation and Interference Color....Pages 413-438 Computer-Integrated Polarization Microscopy....Pages 439-475 Orientation and Misorientation Imaging....Pages 477-513 Back Matter....Pages 515-520 |
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2014-11-19 09:43:23, 49.84 M
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