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Seismic data interpretation using digital image processing

Author: Abdullatif Abdulrahman Al-Shuhail; Saleh A Al-Dossary; Wail Abdul-Hakim Mousa
Publisher: Hoboken, NJ, USA : John Wiley & Sons Ltd, 2017. ©2017
Series: Engineering professional collection
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Bridging the gap between modern image processing practices by the scientific community at large and the world of geology and reflection seismology This book covers the basics of seismic exploration, with a focus on image processing techniques as applied to seismic data. Discussions of theories, concepts, and algorithms are followed by synthetic and real data examples to provide the reader with a practical  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Al-Shuhail, Abdullatif Abdulrahman, 1962-
Seismic data interpretation using digital image processing.
Hoboken, NJ, USA : John Wiley & Sons Inc., 2017
(DLC) 2017005390
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Abdullatif Abdulrahman Al-Shuhail; Saleh A Al-Dossary; Wail Abdul-Hakim Mousa
ISBN: 9781119125594 1119125596 9781118881798 1118881796 9781118881804 111888180X 9781118881835 1118881834
OCLC Number: 974035730
Description: 1 online resource.
Contents: Cover; Title Page; Copyright; Contents; Foreword; Preface; Chapter 1 Introduction; 1.1 Image Processing of Exploration Seismic Data; 1.2 Exploration Seismic Data: From Acquisition to Interpretation; 1.2.1 Seismic Data Acquisition; 1.2.2 Seismic Data Processing; 1.2.3 Seismic Data Interpretation; 1.3 The Seismic Convolution Model; 1.4 Summary; Chapter 2 Seismic Data Interpretation; 2.1 Introduction; 2.2 Structural Features; 2.2.1 Faults; 2.2.2 Folds; 2.2.3 Diapirs; 2.3 Stratigraphic Features; 2.3.1 Channels; 2.3.2 Reefs; 2.3.3 Truncation; 2.4 Seismic Interpretation Tools. 2.4.1 Seismic Sequence Stratigraphy2.4.2 Seismic Facies Analysis; 2.4.3 Direct Hydrocarbon Indicators; 2.4.4 Tying Seismic and Well Data; 2.4.5 Seismic Modeling; 2.4.6 Time-to-Depth Conversion; 2.4.7 Seismic Attributes; 2.5 Pitfalls in Seismic Interpretation; 2.6 Summary; 2.7 Problems and Computer Assignments; Chapter 3 Seismic Image Enhancement in the Spatial Domain; 3.1 Introduction; 3.1.1 The Mean (Running-Average) Filter; 3.2 The Median Filter; 3.3 The Edge-Preserving Smoothing Algorithm; 3.3.1 Two-Dimensional Structure-Preserving Smoothing; 3.4 Wavelet-Based Smoothing; 3.4.1 Method. 3.4.2 Sharpening Filter3.5 Summary; 3.6 Problems and Computer Assignments; Chapter 4 Seismic Image Enhancement in the Spectral Domain; 4.1 Introduction; 4.2 The Fourier Transform; 4.3 Filtering in the Spectral Domain; 4.4 Spectral Attributes; 4.5 Summary; 4.6 Problems and Computer Assignments; Chapter 5 Seismic Attributes; 5.1 Introduction; 5.2 Detection of Interesting Regions from Time or Depth Three-Dimensional Slices using Seismic Attributes; 5.3 Two-Dimensional Numerical Gradient Edge-Detector Operators; 5.4 Application to Real Seismic Data. 5.5 Two-Dimensional Second-Order Derivative Operator5.5.1 The Coherence Attribute; 5.5.2 The Dip Attribute; 5.6 The Curvature Attribute; 5.7 Curvature of the Surface; 5.7.1 Curve, Velocity, and Curvature; 5.7.2 Surface, Tangent Plane, and Norm; 5.8 Shape Operator, Normal Curvature, and Principal Curvature; 5.8.1 Normal Curvature; 5.8.2 Shape Operator; 5.8.3 The Principal Curvatures; 5.8.4 Calculation of the Principal Curvatures; 5.8.5 Summary of Calculation of Principal Curvature for a Surface; 5.9 The Randomness Attribute; 5.10 Technique for Two-Dimensional Images. 5.10.1 Problem Statement and Preliminaries5.10.2 Review of Fast Noise Variance Estimation Algorithm; 5.10.3 Design Mask by Constrained Optimization; 5.11 The Spectral Decomposition Attribute; 5.12 Summary; 5.13 Problems and Computer Assignments; Chapter 6 Color Display of Seismic Images; 6.1 Introduction; 6.2 Color Models and Useful Color Bars; 6.2.1 The RGB Model; 6.2.2 The CMY Model; 6.2.3 The HSI Model; 6.2.4 Useful Color Bars; 6.3 Overlay and Mixed Displays of Seismic Attribute Images; 6.4 Summary; 6.5 Problems and Computer Assignments; Chapter 7 Seismic Image Segmentation.
Series Title: Engineering professional collection
Responsibility: Abdullatif A. Al-Shuhail, Saleh A. Al-Dossary, Saudi Aramco, Wail A. Mousa.

Abstract:

Bridging the gap between modern image processing practices by the scientific community at large and the world of geology and reflection seismology This book covers the basics of seismic  Read more...

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