Image Analysis in Earth Sciences: Microstructures and Textures of Earth Materials Renée Heilbronner Author - neues Buch

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ISBN/EAN: 9783642103438

ISBN - alternative Schreibweisen:
3-642-10343-X, 978-3-642-10343-8
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: heil, rene, heilbronner, barret, heilbronn, heilbron, renee, barre, barrè, barré, steve barrett
Titel des Buches: materials image, earth science, art, materials sciences, textures, not his image, our own image

Daten vom Verlag:

Autor/in: Renée Heilbronner; Steve Barrett
Titel: Image Analysis in Earth Sciences - Microstructures and Textures of Earth Materials
Verlag: Springer; Springer Berlin
520 Seiten
Erscheinungsjahr: 2013-07-03
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Deutschland.
Sprache: Englisch
149,79 € (DE)
154,00 € (AT)
177,00 CHF (CH)
Available
XIX, 520 p. 596 illus.

EA; E107; eBook; Nonbooks, PBS / Geowissenschaften/Mineralogie, Petrografie; Petrologie (Gesteinskunde), Petrografie und Mineralogie; Verstehen; Grain size and shape analysis; Image analysis; Microstructure and texture analysis; Orientation imaging; B; Mineralogy; Earth Sciences, general; Mineralogy; Earth Sciences; Earth and Environmental Science; Geowissenschaften; BB

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.

Part I Looking at Images.- 1 Images and Microstructures.- 2 Acquiring Images.- 3 Digital Image Processing.- 4 Pre-processing.- Part II Segmentation: Finding and Defining the Object.- 5 Segmentation by Point Operations.- 6 Post-processing.- 7 Segmentation by Neighborhood Operations.- 8 Image Analysis.- 9 Test Images.- Part III Measuring Size and Volume.- 10 Volume Determinations.- 11 2-D Grain Size Distributions.- 12 3-D Grain Size.- 13 Fractal Grain Size Distributions.- Part IV Quantifying Shape and Orientation.- 14 Particle Fabrics.- 15 Surface Fabrics.- 16 Strain Fabrics.- 17 Shape Descriptors.- Part V Spatial Relationships.- 18 Spatial Distributions.- 19 Spatial Frequencies.- 20 Autocorrelation Function.- Part VI Orientation Imaging.- 21 Crystal Orientation and Interference Color.- 22 Computer-Integrated Polarization Microscopy.- 23 Orientation and Misorientation Imaging.- Index.

is used.

Introduces image analysis in the earth sciences, applicable to the full range of images generated from digital photography, light and electron microscopy

Much needed book for earth and material scientists as well as university teaching programmes

Based on free software Image SXM

Includes supplementary material: sn.pub/extras