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Image Analysis in Earth Sciences

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Image Analysis in Earth Sciences

Microstructures and Textures of Earth Materials
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Hardback
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Description

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.

Author Biography:

Professor Renee Heilbronner has many years of experience in the field of image analysis and has developed several software packages, including a method for texture determination using light optical methods and general orientation imaging. She was involved in the development of an internationally renowned free-ware image analysis program (Image SXM, former NIH Image), and is a member of a growing group of international texture analysis experts who are setting up workshops and building a network for texture research involving mathematicians, material scientists, and geologists. As an experienced teacher of image analysis at different levels ranging from general introductory courses to specialized texture workshops, she has taught at various universities all over the world.
Release date Australia
July 29th, 2013
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
Edition
2014 Ed.
Illustrations
18 Tables, black and white; 257 Illustrations, color; 339 Illustrations, black and white; XIX, 520 p. 596 illus., 257 illus. in color.
Pages
520
Dimensions
178x254x36
ISBN-13
9783642103421
Product ID
7121795

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